{ "toolboxes": [ { "name": "Keras", "categories": [ { "name": "core", "nodes": [ { "name": "Dense", "category": "core", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Dense", "import": "from keras.layers import Dense" } } ], "web_url": "https://keras.io/layers/core/Dense", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "units", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Activation", "category": "core", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Activation", "import": "from keras.layers import Activation" } } ], "web_url": "https://keras.io/layers/core/Activation", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "activation", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Dropout", "category": "core", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Dropout", "import": "from keras.layers import Dropout" } } ], "web_url": "https://keras.io/layers/core/Dropout", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "rate", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "noise_shape", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "seed", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Flatten", "category": "core", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Flatten", "import": "from keras.layers import Flatten" } } ], "web_url": "https://keras.io/layers/core/Flatten", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, {}, { "name": "Reshape", "category": "core", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Reshape", "import": "from keras.layers import Reshape" } } ], "web_url": "https://keras.io/layers/core/Reshape", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "target_shape", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Permute", "category": "core", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Permute", "import": "from keras.layers import Permute" } } ], "web_url": "https://keras.io/layers/core/Permute", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "dims", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "RepeatVector", "category": "core", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "RepeatVector", "import": "from keras.layers import RepeatVector" } } ], "web_url": "https://keras.io/layers/core/RepeatVector", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "n", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Lambda", "category": "core", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Lambda", "import": "from keras.layers import Lambda" } } ], "web_url": "https://keras.io/layers/core/Lambda", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "function", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "output_shape", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "mask", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "arguments", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "ActivityRegularization", "category": "core", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "ActivityRegularization", "import": "from keras.layers import ActivityRegularization" } } ], "web_url": "https://keras.io/layers/core/ActivityRegularization", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "l1", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "l2", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Masking", "category": "core", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Masking", "import": "from keras.layers import Masking" } } ], "web_url": "https://keras.io/layers/core/Masking", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "mask_value", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "SpatialDropout1D", "category": "core", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "SpatialDropout1D", "import": "from keras.layers import SpatialDropout1D" } } ], "web_url": "https://keras.io/layers/core/SpatialDropout1D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "rate", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "SpatialDropout2D", "category": "core", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "SpatialDropout2D", "import": "from keras.layers import SpatialDropout2D" } } ], "web_url": "https://keras.io/layers/core/SpatialDropout2D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "rate", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "SpatialDropout3D", "category": "core", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "SpatialDropout3D", "import": "from keras.layers import SpatialDropout3D" } } ], "web_url": "https://keras.io/layers/core/SpatialDropout3D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "rate", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] } ], "colour": "#80b649" }, { "name": "convolutional", "nodes": [ { "name": "Conv1D", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Conv1D", "import": "from keras.layers import Conv1D" } } ], "web_url": "https://keras.io/layers/convolutional/Conv1D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "filters", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "kernel_size", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 1 } } ] }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": 1, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": "'channels_last'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "dilation_rate", "input": false, "output": false, "visible": false, "editable": true, "default": 1, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Conv2D", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Conv2D", "import": "from keras.layers import Conv2D" } } ], "web_url": "https://keras.io/layers/convolutional/Conv2D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "filters", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "kernel_size", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 1 } } ] }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "dilation_rate", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "SeparableConv1D", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "SeparableConv1D", "import": "from keras.layers import SeparableConv1D" } } ], "web_url": "https://keras.io/layers/convolutional/SeparableConv1D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "filters", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "kernel_size", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 1 } } ] }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": 1, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": "'channels_last'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "dilation_rate", "input": false, "output": false, "visible": false, "editable": true, "default": 1, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "depth_multiplier", "input": false, "output": false, "visible": false, "editable": true, "default": 1, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "depthwise_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "pointwise_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "depthwise_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "pointwise_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "depthwise_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "pointwise_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "SeparableConv2D", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "SeparableConv2D", "import": "from keras.layers import SeparableConv2D" } } ], "web_url": "https://keras.io/layers/convolutional/SeparableConv2D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "filters", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "kernel_size", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 1 } } ] }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "dilation_rate", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "depth_multiplier", "input": false, "output": false, "visible": false, "editable": true, "default": 1, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "depthwise_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "pointwise_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "depthwise_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "pointwise_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "depthwise_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "pointwise_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "DepthwiseConv2D", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "DepthwiseConv2D", "import": "from keras.layers import DepthwiseConv2D" } } ], "web_url": "https://keras.io/layers/convolutional/DepthwiseConv2D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "kernel_size", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "depth_multiplier", "input": false, "output": false, "visible": false, "editable": true, "default": 1, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "depthwise_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "depthwise_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "depthwise_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Conv2DTranspose", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Conv2DTranspose", "import": "from keras.layers import Conv2DTranspose" } } ], "web_url": "https://keras.io/layers/convolutional/Conv2DTranspose", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "filters", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "kernel_size", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 1 } } ] }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "output_padding", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "dilation_rate", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Conv3D", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Conv3D", "import": "from keras.layers import Conv3D" } } ], "web_url": "https://keras.io/layers/convolutional/Conv3D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "filters", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "kernel_size", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 1 } } ] }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "dilation_rate", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Conv3DTranspose", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Conv3DTranspose", "import": "from keras.layers import Conv3DTranspose" } } ], "web_url": "https://keras.io/layers/convolutional/Conv3DTranspose", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "filters", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "kernel_size", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 1 } } ] }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "output_padding", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Cropping1D", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Cropping1D", "import": "from keras.layers import Cropping1D" } } ], "web_url": "https://keras.io/layers/convolutional/Cropping1D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "cropping", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Cropping2D", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Cropping2D", "import": "from keras.layers import Cropping2D" } } ], "web_url": "https://keras.io/layers/convolutional/Cropping2D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "cropping", "input": false, "output": false, "visible": false, "editable": true, "default": "((0, 0), (0, 0))", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Cropping3D", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Cropping3D", "import": "from keras.layers import Cropping3D" } } ], "web_url": "https://keras.io/layers/convolutional/Cropping3D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "cropping", "input": false, "output": false, "visible": false, "editable": true, "default": "((1, 1), (1, 1), (1, 1))", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "UpSampling1D", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "UpSampling1D", "import": "from keras.layers import UpSampling1D" } } ], "web_url": "https://keras.io/layers/convolutional/UpSampling1D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "size", "input": false, "output": false, "visible": false, "editable": true, "default": 2, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "UpSampling2D", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "UpSampling2D", "import": "from keras.layers import UpSampling2D" } } ], "web_url": "https://keras.io/layers/convolutional/UpSampling2D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "size", "input": false, "output": false, "visible": false, "editable": true, "default": "(2, 2)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "interpolation", "input": false, "output": false, "visible": false, "editable": true, "default": "'nearest'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "UpSampling3D", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "UpSampling3D", "import": "from keras.layers import UpSampling3D" } } ], "web_url": "https://keras.io/layers/convolutional/UpSampling3D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "size", "input": false, "output": false, "visible": false, "editable": true, "default": "(2, 2, 2)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "ZeroPadding1D", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "ZeroPadding1D", "import": "from keras.layers import ZeroPadding1D" } } ], "web_url": "https://keras.io/layers/convolutional/ZeroPadding1D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": 1, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "ZeroPadding2D", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "ZeroPadding2D", "import": "from keras.layers import ZeroPadding2D" } } ], "web_url": "https://keras.io/layers/convolutional/ZeroPadding2D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "ZeroPadding3D", "category": "convolutional", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "ZeroPadding3D", "import": "from keras.layers import ZeroPadding3D" } } ], "web_url": "https://keras.io/layers/convolutional/ZeroPadding3D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] } ], "colour": "#93aa42" }, { "name": "pooling", "nodes": [ { "name": "MaxPooling1D", "category": "pooling", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "MaxPooling1D", "import": "from keras.layers import MaxPooling1D" } } ], "web_url": "https://keras.io/layers/pooling/MaxPooling1D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "pool_size", "input": false, "output": false, "visible": false, "editable": true, "default": 2, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": "'channels_last'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "MaxPooling2D", "category": "pooling", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "MaxPooling2D", "import": "from keras.layers import MaxPooling2D" } } ], "web_url": "https://keras.io/layers/pooling/MaxPooling2D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "pool_size", "input": false, "output": false, "visible": false, "editable": true, "default": "(2, 2)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "MaxPooling3D", "category": "pooling", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "MaxPooling3D", "import": "from keras.layers import MaxPooling3D" } } ], "web_url": "https://keras.io/layers/pooling/MaxPooling3D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "pool_size", "input": false, "output": false, "visible": false, "editable": true, "default": "(2, 2, 2)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "AveragePooling1D", "category": "pooling", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "AveragePooling1D", "import": "from keras.layers import AveragePooling1D" } } ], "web_url": "https://keras.io/layers/pooling/AveragePooling1D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "pool_size", "input": false, "output": false, "visible": false, "editable": true, "default": 2, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": "'channels_last'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "AveragePooling2D", "category": "pooling", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "AveragePooling2D", "import": "from keras.layers import AveragePooling2D" } } ], "web_url": "https://keras.io/layers/pooling/AveragePooling2D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "pool_size", "input": false, "output": false, "visible": false, "editable": true, "default": "(2, 2)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "AveragePooling3D", "category": "pooling", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "AveragePooling3D", "import": "from keras.layers import AveragePooling3D" } } ], "web_url": "https://keras.io/layers/pooling/AveragePooling3D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "pool_size", "input": false, "output": false, "visible": false, "editable": true, "default": "(2, 2, 2)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "GlobalMaxPooling1D", "category": "pooling", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "GlobalMaxPooling1D", "import": "from keras.layers import GlobalMaxPooling1D" } } ], "web_url": "https://keras.io/layers/pooling/GlobalMaxPooling1D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": "'channels_last'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "GlobalAveragePooling1D", "category": "pooling", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "GlobalAveragePooling1D", "import": "from keras.layers import GlobalAveragePooling1D" } } ], "web_url": "https://keras.io/layers/pooling/GlobalAveragePooling1D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": "'channels_last'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "GlobalMaxPooling2D", "category": "pooling", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "GlobalMaxPooling2D", "import": "from keras.layers import GlobalMaxPooling2D" } } ], "web_url": "https://keras.io/layers/pooling/GlobalMaxPooling2D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "GlobalAveragePooling2D", "category": "pooling", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "GlobalAveragePooling2D", "import": "from keras.layers import GlobalAveragePooling2D" } } ], "web_url": "https://keras.io/layers/pooling/GlobalAveragePooling2D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "GlobalMaxPooling3D", "category": "pooling", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "GlobalMaxPooling3D", "import": "from keras.layers import GlobalMaxPooling3D" } } ], "web_url": "https://keras.io/layers/pooling/GlobalMaxPooling3D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "GlobalAveragePooling3D", "category": "pooling", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "GlobalAveragePooling3D", "import": "from keras.layers import GlobalAveragePooling3D" } } ], "web_url": "https://keras.io/layers/pooling/GlobalAveragePooling3D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] } ], "colour": "#a59941" }, { "name": "local", "nodes": [ { "name": "LocallyConnected1D", "category": "local", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "LocallyConnected1D", "import": "from keras.layers import LocallyConnected1D" } } ], "web_url": "https://keras.io/layers/local/LocallyConnected1D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "filters", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "kernel_size", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 1 } } ] }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": 1, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "LocallyConnected2D", "category": "local", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "LocallyConnected2D", "import": "from keras.layers import LocallyConnected2D" } } ], "web_url": "https://keras.io/layers/local/LocallyConnected2D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "filters", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "kernel_size", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 1 } } ] }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] } ], "colour": "#b28646" }, { "name": "recurrent", "nodes": [ { "name": "RNN", "category": "recurrent", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "RNN", "import": "from keras.layers import RNN" } } ], "web_url": "https://keras.io/layers/recurrent/RNN", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "cell", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "return_sequences", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "return_state", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "go_backwards", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "stateful", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "unroll", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "SimpleRNN", "category": "recurrent", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "SimpleRNN", "import": "from keras.layers import SimpleRNN" } } ], "web_url": "https://keras.io/layers/recurrent/SimpleRNN", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "units", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": "'tanh'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "recurrent_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'orthogonal'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "dropout", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "recurrent_dropout", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "return_sequences", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "return_state", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "go_backwards", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "stateful", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "unroll", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "GRU", "category": "recurrent", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "GRU", "import": "from keras.layers import GRU" } } ], "web_url": "https://keras.io/layers/recurrent/GRU", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "units", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": "'tanh'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "recurrent_activation", "input": false, "output": false, "visible": false, "editable": true, "default": "'hard_sigmoid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "recurrent_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'orthogonal'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "dropout", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "recurrent_dropout", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "implementation", "input": false, "output": false, "visible": false, "editable": true, "default": 1, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "return_sequences", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "return_state", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "go_backwards", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "stateful", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "unroll", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "reset_after", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "LSTM", "category": "recurrent", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "LSTM", "import": "from keras.layers import LSTM" } } ], "web_url": "https://keras.io/layers/recurrent/LSTM", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "units", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": "'tanh'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "recurrent_activation", "input": false, "output": false, "visible": false, "editable": true, "default": "'hard_sigmoid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "recurrent_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'orthogonal'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "unit_forget_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "dropout", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "recurrent_dropout", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "implementation", "input": false, "output": false, "visible": false, "editable": true, "default": 1, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "return_sequences", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "return_state", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "go_backwards", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "stateful", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "unroll", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "ConvLSTM2D", "category": "recurrent", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "ConvLSTM2D", "import": "from keras.layers import ConvLSTM2D" } } ], "web_url": "https://keras.io/layers/recurrent/ConvLSTM2D", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "filters", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "kernel_size", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 1 } } ] }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "dilation_rate", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": "'tanh'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "recurrent_activation", "input": false, "output": false, "visible": false, "editable": true, "default": "'hard_sigmoid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "recurrent_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'orthogonal'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "unit_forget_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "return_sequences", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "go_backwards", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "stateful", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "dropout", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "recurrent_dropout", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "ConvLSTM2DCell", "category": "recurrent", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "ConvLSTM2DCell", "import": "from keras.layers import ConvLSTM2DCell" } } ], "web_url": "https://keras.io/layers/recurrent/ConvLSTM2DCell", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "filters", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "kernel_size", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 1 } } ] }, { "name": "strides", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "padding", "input": false, "output": false, "visible": false, "editable": true, "default": "'valid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "data_format", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "dilation_rate", "input": false, "output": false, "visible": false, "editable": true, "default": "(1, 1)", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": "'tanh'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "recurrent_activation", "input": false, "output": false, "visible": false, "editable": true, "default": "'hard_sigmoid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "recurrent_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'orthogonal'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "unit_forget_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "dropout", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "recurrent_dropout", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "SimpleRNNCell", "category": "recurrent", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "SimpleRNNCell", "import": "from keras.layers import SimpleRNNCell" } } ], "web_url": "https://keras.io/layers/recurrent/SimpleRNNCell", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "units", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": "'tanh'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "recurrent_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'orthogonal'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "dropout", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "recurrent_dropout", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "GRUCell", "category": "recurrent", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "GRUCell", "import": "from keras.layers import GRUCell" } } ], "web_url": "https://keras.io/layers/recurrent/GRUCell", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "units", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": "'tanh'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "recurrent_activation", "input": false, "output": false, "visible": false, "editable": true, "default": "'hard_sigmoid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "recurrent_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'orthogonal'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "dropout", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "recurrent_dropout", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "implementation", "input": false, "output": false, "visible": false, "editable": true, "default": 1, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "reset_after", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "LSTMCell", "category": "recurrent", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "LSTMCell", "import": "from keras.layers import LSTMCell" } } ], "web_url": "https://keras.io/layers/recurrent/LSTMCell", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "units", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "activation", "input": false, "output": false, "visible": false, "editable": true, "default": "'tanh'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "recurrent_activation", "input": false, "output": false, "visible": false, "editable": true, "default": "'hard_sigmoid'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "use_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "recurrent_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'orthogonal'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "unit_forget_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "dropout", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "recurrent_dropout", "input": false, "output": false, "visible": false, "editable": true, "default": 0.0, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "implementation", "input": false, "output": false, "visible": false, "editable": true, "default": 1, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "CuDNNGRU", "category": "recurrent", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "CuDNNGRU", "import": "from keras.layers import CuDNNGRU" } } ], "web_url": "https://keras.io/layers/recurrent/CuDNNGRU", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "units", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "recurrent_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'orthogonal'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "return_sequences", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "return_state", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "stateful", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "CuDNNLSTM", "category": "recurrent", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "CuDNNLSTM", "import": "from keras.layers import CuDNNLSTM" } } ], "web_url": "https://keras.io/layers/recurrent/CuDNNLSTM", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "units", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "kernel_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'glorot_uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "recurrent_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'orthogonal'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "bias_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "unit_forget_bias", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "kernel_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "kernel_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "recurrent_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "bias_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "return_sequences", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "return_state", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "stateful", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] } ], "colour": "#bb7251" }, { "name": "embeddings", "nodes": [ { "name": "Embedding", "category": "embeddings", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Embedding", "import": "from keras.layers import Embedding" } } ], "web_url": "https://keras.io/layers/embeddings/Embedding", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "input_dim", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "output_dim", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 1 } } ] }, { "name": "embeddings_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'uniform'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "embeddings_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "activity_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "embeddings_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "mask_zero", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "input_length", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] } ], "colour": "#bf6060" }, { "name": "normalization", "nodes": [ { "name": "BatchNormalization", "category": "normalization", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "BatchNormalization", "import": "from keras.layers import BatchNormalization" } } ], "web_url": "https://keras.io/layers/normalization/BatchNormalization", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "axis", "input": false, "output": false, "visible": false, "editable": true, "default": -1, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "momentum", "input": false, "output": false, "visible": false, "editable": true, "default": 0.99, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "epsilon", "input": false, "output": false, "visible": false, "editable": true, "default": 0.001, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "center", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "scale", "input": false, "output": false, "visible": false, "editable": true, "default": true, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "beta_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "gamma_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'ones'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "moving_mean_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'zeros'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "moving_variance_initializer", "input": false, "output": false, "visible": false, "editable": true, "default": "'ones'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "beta_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "gamma_regularizer", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "beta_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "gamma_constraint", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] } ], "colour": "#bb5172" }, { "name": "noise", "nodes": [ { "name": "GaussianDropout", "category": "noise", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "GaussianDropout", "import": "from keras.layers import GaussianDropout" } } ], "web_url": "https://keras.io/layers/noise/GaussianDropout", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "rate", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "GaussianNoise", "category": "noise", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "GaussianNoise", "import": "from keras.layers import GaussianNoise" } } ], "web_url": "https://keras.io/layers/noise/GaussianNoise", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "stddev", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "AlphaDropout", "category": "noise", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "AlphaDropout", "import": "from keras.layers import AlphaDropout" } } ], "web_url": "https://keras.io/layers/noise/AlphaDropout", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "rate", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "noise_shape", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "seed", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] } ], "colour": "#b24686" }, { "name": "merge", "nodes": [ { "name": "Add", "category": "merge", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Add", "import": "from keras.layers import Add" } } ], "web_url": "https://keras.io/layers/merge/Add", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Subtract", "category": "merge", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Subtract", "import": "from keras.layers import Subtract" } } ], "web_url": "https://keras.io/layers/merge/Subtract", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Multiply", "category": "merge", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Multiply", "import": "from keras.layers import Multiply" } } ], "web_url": "https://keras.io/layers/merge/Multiply", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Average", "category": "merge", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Average", "import": "from keras.layers import Average" } } ], "web_url": "https://keras.io/layers/merge/Average", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Maximum", "category": "merge", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Maximum", "import": "from keras.layers import Maximum" } } ], "web_url": "https://keras.io/layers/merge/Maximum", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Minimum", "category": "merge", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Minimum", "import": "from keras.layers import Minimum" } } ], "web_url": "https://keras.io/layers/merge/Minimum", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Concatenate", "category": "merge", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Concatenate", "import": "from keras.layers import Concatenate" } } ], "web_url": "https://keras.io/layers/merge/Concatenate", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "axis", "input": false, "output": false, "visible": false, "editable": true, "default": -1, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "numeric" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Dot", "category": "merge", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Dot", "import": "from keras.layers import Dot" } } ], "web_url": "https://keras.io/layers/merge/Dot", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "axes", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "normalize", "input": false, "output": false, "visible": false, "editable": true, "default": false, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "boolean" }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] } ], "colour": "#a54199" }, { "name": "wrappers", "nodes": [ { "name": "TimeDistributed", "category": "wrappers", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "TimeDistributed", "import": "from keras.layers import TimeDistributed" } } ], "web_url": "https://keras.io/layers/wrappers/TimeDistributed", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "layer", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] }, { "name": "Bidirectional", "category": "wrappers", "toolbox": "Keras", "code": [ { "language": "Keras", "argument": { "name": "Bidirectional", "import": "from keras.layers import Bidirectional" } } ], "web_url": "https://keras.io/layers/wrappers/Bidirectional", "ports": [ { "name": "", "input": true, "output": false, "visible": true, "editable": true, "code": [] }, { "name": "layer", "input": false, "output": false, "visible": true, "editable": true, "code": [ { "language": "Keras", "argument": { "kwarg": false, "arg": 0 } } ] }, { "name": "merge_mode", "input": false, "output": false, "visible": false, "editable": true, "default": "'concat'", "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": "string" }, { "name": "weights", "input": false, "output": false, "visible": false, "editable": true, "default": null, "code": [ { "language": "Keras", "argument": { "kwarg": true, "arg": false } } ], "type": null }, { "name": "", "input": false, "output": true, "visible": true, "editable": true, "code": [] } ] } ], "colour": "#9342aa" } ], "colour": "#80b649" } ] }