{
 "nbformat": 4,
 "nbformat_minor": 0,
 "metadata": {
  "colab": {
   "name": "quickstart.ipynb",
   "version": "0.3.2",
   "provenance": []
  },
  "kernelspec": {
   "name": "python3",
   "language": "python",
   "display_name": "Python 3"
  },
  "accelerator": "GPU",
  "pycharm": {
   "stem_cell": {
    "cell_type": "raw",
    "source": [],
    "metadata": {
     "collapsed": false
    }
   }
  }
 },
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "dF2MWwrYaEey",
    "colab_type": "text"
   },
   "source": [
    "Quickstart \n",
    "===================================\n",
    "In this notebook, we will explore `visual`, a companion package to `torchbearer` that enables complex feature visualisation with minimal work. \n",
    "\n",
    "We shall first show how easy it is to get a feature visualisation going using visual. "
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "id": "-VmNNjMDaW1Q",
    "colab_type": "code",
    "colab": {},
    "pycharm": {
     "is_executing": false
    }
   },
   "source": [
    "!pip install -q torchbearer-visual"
   ],
   "execution_count": 1,
   "outputs": []
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "hmZEH5Hsd1F3",
    "colab_type": "text"
   },
   "source": [
    "We import a couple things from visual and then print the layer names of squeezenet v1.1 so that we can decide which layer to ascend on. "
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "id": "32-mIgJgadw9",
    "colab_type": "code",
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 35
    },
    "outputId": "bc186357-17e3-49d4-bf17-52119e2ee78c",
    "pycharm": {
     "is_executing": false
    }
   },
   "source": [
    "from visual.models import inception_v3\n",
    "from visual import BasicAscent, Channel, image\n",
    "from visual.transforms import RandomRotate, RandomScale, SpatialJitter, Compose\n",
    "from visual.models.utils import IntermediateLayerGetter\n",
    "\n",
    "return_layers = {'Mixed_5b': 'feat1'}\n",
    "model = IntermediateLayerGetter(inception_v3(True, False), return_layers)\n",
    "print(model.layer_names)"
   ],
   "execution_count": 2,
   "outputs": [
    {
     "name": "stdout",
     "text": [
      "['Conv2d_1a_3x3', 'Conv2d_1a_3x3_conv', 'Conv2d_1a_3x3_bn', 'Conv2d_1a_3x3_relu', 'Conv2d_2a_3x3', 'Conv2d_2a_3x3_conv', 'Conv2d_2a_3x3_bn', 'Conv2d_2a_3x3_relu', 'Conv2d_2b_3x3', 'Conv2d_2b_3x3_conv', 'Conv2d_2b_3x3_bn', 'Conv2d_2b_3x3_relu', 'MaxPool2b', 'Conv2d_3b_1x1', 'Conv2d_3b_1x1_conv', 'Conv2d_3b_1x1_bn', 'Conv2d_3b_1x1_relu', 'Conv2d_4a_3x3', 'Conv2d_4a_3x3_conv', 'Conv2d_4a_3x3_bn', 'Conv2d_4a_3x3_relu', 'MaxPool4a', 'Mixed_5b', 'Mixed_5b_branch1x1', 'Mixed_5b_branch1x1_conv', 'Mixed_5b_branch1x1_bn', 'Mixed_5b_branch1x1_relu', 'Mixed_5b_branch5x5_1', 'Mixed_5b_branch5x5_1_conv', 'Mixed_5b_branch5x5_1_bn', 'Mixed_5b_branch5x5_1_relu', 'Mixed_5b_branch5x5_2', 'Mixed_5b_branch5x5_2_conv', 'Mixed_5b_branch5x5_2_bn', 'Mixed_5b_branch5x5_2_relu', 'Mixed_5b_branch3x3dbl_1', 'Mixed_5b_branch3x3dbl_1_conv', 'Mixed_5b_branch3x3dbl_1_bn', 'Mixed_5b_branch3x3dbl_1_relu', 'Mixed_5b_branch3x3dbl_2', 'Mixed_5b_branch3x3dbl_2_conv', 'Mixed_5b_branch3x3dbl_2_bn', 'Mixed_5b_branch3x3dbl_2_relu', 'Mixed_5b_branch3x3dbl_3', 'Mixed_5b_branch3x3dbl_3_conv', 'Mixed_5b_branch3x3dbl_3_bn', 'Mixed_5b_branch3x3dbl_3_relu', 'Mixed_5b_AvgPool', 'Mixed_5b_branch_pool', 'Mixed_5b_branch_pool_conv', 'Mixed_5b_branch_pool_bn', 'Mixed_5b_branch_pool_relu', 'Mixed_5c', 'Mixed_5c_branch1x1', 'Mixed_5c_branch1x1_conv', 'Mixed_5c_branch1x1_bn', 'Mixed_5c_branch1x1_relu', 'Mixed_5c_branch5x5_1', 'Mixed_5c_branch5x5_1_conv', 'Mixed_5c_branch5x5_1_bn', 'Mixed_5c_branch5x5_1_relu', 'Mixed_5c_branch5x5_2', 'Mixed_5c_branch5x5_2_conv', 'Mixed_5c_branch5x5_2_bn', 'Mixed_5c_branch5x5_2_relu', 'Mixed_5c_branch3x3dbl_1', 'Mixed_5c_branch3x3dbl_1_conv', 'Mixed_5c_branch3x3dbl_1_bn', 'Mixed_5c_branch3x3dbl_1_relu', 'Mixed_5c_branch3x3dbl_2', 'Mixed_5c_branch3x3dbl_2_conv', 'Mixed_5c_branch3x3dbl_2_bn', 'Mixed_5c_branch3x3dbl_2_relu', 'Mixed_5c_branch3x3dbl_3', 'Mixed_5c_branch3x3dbl_3_conv', 'Mixed_5c_branch3x3dbl_3_bn', 'Mixed_5c_branch3x3dbl_3_relu', 'Mixed_5c_AvgPool', 'Mixed_5c_branch_pool', 'Mixed_5c_branch_pool_conv', 'Mixed_5c_branch_pool_bn', 'Mixed_5c_branch_pool_relu', 'Mixed_5d', 'Mixed_5d_branch1x1', 'Mixed_5d_branch1x1_conv', 'Mixed_5d_branch1x1_bn', 'Mixed_5d_branch1x1_relu', 'Mixed_5d_branch5x5_1', 'Mixed_5d_branch5x5_1_conv', 'Mixed_5d_branch5x5_1_bn', 'Mixed_5d_branch5x5_1_relu', 'Mixed_5d_branch5x5_2', 'Mixed_5d_branch5x5_2_conv', 'Mixed_5d_branch5x5_2_bn', 'Mixed_5d_branch5x5_2_relu', 'Mixed_5d_branch3x3dbl_1', 'Mixed_5d_branch3x3dbl_1_conv', 'Mixed_5d_branch3x3dbl_1_bn', 'Mixed_5d_branch3x3dbl_1_relu', 'Mixed_5d_branch3x3dbl_2', 'Mixed_5d_branch3x3dbl_2_conv', 'Mixed_5d_branch3x3dbl_2_bn', 'Mixed_5d_branch3x3dbl_2_relu', 'Mixed_5d_branch3x3dbl_3', 'Mixed_5d_branch3x3dbl_3_conv', 'Mixed_5d_branch3x3dbl_3_bn', 'Mixed_5d_branch3x3dbl_3_relu', 'Mixed_5d_AvgPool', 'Mixed_5d_branch_pool', 'Mixed_5d_branch_pool_conv', 'Mixed_5d_branch_pool_bn', 'Mixed_5d_branch_pool_relu', 'Mixed_6a', 'Mixed_6a_branch3x3', 'Mixed_6a_branch3x3_conv', 'Mixed_6a_branch3x3_bn', 'Mixed_6a_branch3x3_relu', 'Mixed_6a_branch3x3dbl_1', 'Mixed_6a_branch3x3dbl_1_conv', 'Mixed_6a_branch3x3dbl_1_bn', 'Mixed_6a_branch3x3dbl_1_relu', 'Mixed_6a_branch3x3dbl_2', 'Mixed_6a_branch3x3dbl_2_conv', 'Mixed_6a_branch3x3dbl_2_bn', 'Mixed_6a_branch3x3dbl_2_relu', 'Mixed_6a_branch3x3dbl_3', 'Mixed_6a_branch3x3dbl_3_conv', 'Mixed_6a_branch3x3dbl_3_bn', 'Mixed_6a_branch3x3dbl_3_relu', 'Mixed_6a_MaxPool', 'Mixed_6b', 'Mixed_6b_branch1x1', 'Mixed_6b_branch1x1_conv', 'Mixed_6b_branch1x1_bn', 'Mixed_6b_branch1x1_relu', 'Mixed_6b_branch7x7_1', 'Mixed_6b_branch7x7_1_conv', 'Mixed_6b_branch7x7_1_bn', 'Mixed_6b_branch7x7_1_relu', 'Mixed_6b_branch7x7_2', 'Mixed_6b_branch7x7_2_conv', 'Mixed_6b_branch7x7_2_bn', 'Mixed_6b_branch7x7_2_relu', 'Mixed_6b_branch7x7_3', 'Mixed_6b_branch7x7_3_conv', 'Mixed_6b_branch7x7_3_bn', 'Mixed_6b_branch7x7_3_relu', 'Mixed_6b_branch7x7dbl_1', 'Mixed_6b_branch7x7dbl_1_conv', 'Mixed_6b_branch7x7dbl_1_bn', 'Mixed_6b_branch7x7dbl_1_relu', 'Mixed_6b_branch7x7dbl_2', 'Mixed_6b_branch7x7dbl_2_conv', 'Mixed_6b_branch7x7dbl_2_bn', 'Mixed_6b_branch7x7dbl_2_relu', 'Mixed_6b_branch7x7dbl_3', 'Mixed_6b_branch7x7dbl_3_conv', 'Mixed_6b_branch7x7dbl_3_bn', 'Mixed_6b_branch7x7dbl_3_relu', 'Mixed_6b_branch7x7dbl_4', 'Mixed_6b_branch7x7dbl_4_conv', 'Mixed_6b_branch7x7dbl_4_bn', 'Mixed_6b_branch7x7dbl_4_relu', 'Mixed_6b_branch7x7dbl_5', 'Mixed_6b_branch7x7dbl_5_conv', 'Mixed_6b_branch7x7dbl_5_bn', 'Mixed_6b_branch7x7dbl_5_relu', 'Mixed_6b_AvgPool', 'Mixed_6b_branch_pool', 'Mixed_6b_branch_pool_conv', 'Mixed_6b_branch_pool_bn', 'Mixed_6b_branch_pool_relu', 'Mixed_6c', 'Mixed_6c_branch1x1', 'Mixed_6c_branch1x1_conv', 'Mixed_6c_branch1x1_bn', 'Mixed_6c_branch1x1_relu', 'Mixed_6c_branch7x7_1', 'Mixed_6c_branch7x7_1_conv', 'Mixed_6c_branch7x7_1_bn', 'Mixed_6c_branch7x7_1_relu', 'Mixed_6c_branch7x7_2', 'Mixed_6c_branch7x7_2_conv', 'Mixed_6c_branch7x7_2_bn', 'Mixed_6c_branch7x7_2_relu', 'Mixed_6c_branch7x7_3', 'Mixed_6c_branch7x7_3_conv', 'Mixed_6c_branch7x7_3_bn', 'Mixed_6c_branch7x7_3_relu', 'Mixed_6c_branch7x7dbl_1', 'Mixed_6c_branch7x7dbl_1_conv', 'Mixed_6c_branch7x7dbl_1_bn', 'Mixed_6c_branch7x7dbl_1_relu', 'Mixed_6c_branch7x7dbl_2', 'Mixed_6c_branch7x7dbl_2_conv', 'Mixed_6c_branch7x7dbl_2_bn', 'Mixed_6c_branch7x7dbl_2_relu', 'Mixed_6c_branch7x7dbl_3', 'Mixed_6c_branch7x7dbl_3_conv', 'Mixed_6c_branch7x7dbl_3_bn', 'Mixed_6c_branch7x7dbl_3_relu', 'Mixed_6c_branch7x7dbl_4', 'Mixed_6c_branch7x7dbl_4_conv', 'Mixed_6c_branch7x7dbl_4_bn', 'Mixed_6c_branch7x7dbl_4_relu', 'Mixed_6c_branch7x7dbl_5', 'Mixed_6c_branch7x7dbl_5_conv', 'Mixed_6c_branch7x7dbl_5_bn', 'Mixed_6c_branch7x7dbl_5_relu', 'Mixed_6c_AvgPool', 'Mixed_6c_branch_pool', 'Mixed_6c_branch_pool_conv', 'Mixed_6c_branch_pool_bn', 'Mixed_6c_branch_pool_relu', 'Mixed_6d', 'Mixed_6d_branch1x1', 'Mixed_6d_branch1x1_conv', 'Mixed_6d_branch1x1_bn', 'Mixed_6d_branch1x1_relu', 'Mixed_6d_branch7x7_1', 'Mixed_6d_branch7x7_1_conv', 'Mixed_6d_branch7x7_1_bn', 'Mixed_6d_branch7x7_1_relu', 'Mixed_6d_branch7x7_2', 'Mixed_6d_branch7x7_2_conv', 'Mixed_6d_branch7x7_2_bn', 'Mixed_6d_branch7x7_2_relu', 'Mixed_6d_branch7x7_3', 'Mixed_6d_branch7x7_3_conv', 'Mixed_6d_branch7x7_3_bn', 'Mixed_6d_branch7x7_3_relu', 'Mixed_6d_branch7x7dbl_1', 'Mixed_6d_branch7x7dbl_1_conv', 'Mixed_6d_branch7x7dbl_1_bn', 'Mixed_6d_branch7x7dbl_1_relu', 'Mixed_6d_branch7x7dbl_2', 'Mixed_6d_branch7x7dbl_2_conv', 'Mixed_6d_branch7x7dbl_2_bn', 'Mixed_6d_branch7x7dbl_2_relu', 'Mixed_6d_branch7x7dbl_3', 'Mixed_6d_branch7x7dbl_3_conv', 'Mixed_6d_branch7x7dbl_3_bn', 'Mixed_6d_branch7x7dbl_3_relu', 'Mixed_6d_branch7x7dbl_4', 'Mixed_6d_branch7x7dbl_4_conv', 'Mixed_6d_branch7x7dbl_4_bn', 'Mixed_6d_branch7x7dbl_4_relu', 'Mixed_6d_branch7x7dbl_5', 'Mixed_6d_branch7x7dbl_5_conv', 'Mixed_6d_branch7x7dbl_5_bn', 'Mixed_6d_branch7x7dbl_5_relu', 'Mixed_6d_AvgPool', 'Mixed_6d_branch_pool', 'Mixed_6d_branch_pool_conv', 'Mixed_6d_branch_pool_bn', 'Mixed_6d_branch_pool_relu', 'Mixed_6e', 'Mixed_6e_branch1x1', 'Mixed_6e_branch1x1_conv', 'Mixed_6e_branch1x1_bn', 'Mixed_6e_branch1x1_relu', 'Mixed_6e_branch7x7_1', 'Mixed_6e_branch7x7_1_conv', 'Mixed_6e_branch7x7_1_bn', 'Mixed_6e_branch7x7_1_relu', 'Mixed_6e_branch7x7_2', 'Mixed_6e_branch7x7_2_conv', 'Mixed_6e_branch7x7_2_bn', 'Mixed_6e_branch7x7_2_relu', 'Mixed_6e_branch7x7_3', 'Mixed_6e_branch7x7_3_conv', 'Mixed_6e_branch7x7_3_bn', 'Mixed_6e_branch7x7_3_relu', 'Mixed_6e_branch7x7dbl_1', 'Mixed_6e_branch7x7dbl_1_conv', 'Mixed_6e_branch7x7dbl_1_bn', 'Mixed_6e_branch7x7dbl_1_relu', 'Mixed_6e_branch7x7dbl_2', 'Mixed_6e_branch7x7dbl_2_conv', 'Mixed_6e_branch7x7dbl_2_bn', 'Mixed_6e_branch7x7dbl_2_relu', 'Mixed_6e_branch7x7dbl_3', 'Mixed_6e_branch7x7dbl_3_conv', 'Mixed_6e_branch7x7dbl_3_bn', 'Mixed_6e_branch7x7dbl_3_relu', 'Mixed_6e_branch7x7dbl_4', 'Mixed_6e_branch7x7dbl_4_conv', 'Mixed_6e_branch7x7dbl_4_bn', 'Mixed_6e_branch7x7dbl_4_relu', 'Mixed_6e_branch7x7dbl_5', 'Mixed_6e_branch7x7dbl_5_conv', 'Mixed_6e_branch7x7dbl_5_bn', 'Mixed_6e_branch7x7dbl_5_relu', 'Mixed_6e_AvgPool', 'Mixed_6e_branch_pool', 'Mixed_6e_branch_pool_conv', 'Mixed_6e_branch_pool_bn', 'Mixed_6e_branch_pool_relu', 'AuxLogits', 'AuxLogits_AvgPool0', 'AuxLogits_conv0', 'AuxLogits_conv0_conv', 'AuxLogits_conv0_bn', 'AuxLogits_conv0_relu', 'AuxLogits_conv1', 'AuxLogits_conv1_conv', 'AuxLogits_conv1_bn', 'AuxLogits_conv1_relu', 'AuxLogits_AvgPool1', 'AuxLogits_fc', 'Mixed_7a', 'Mixed_7a_branch3x3_1', 'Mixed_7a_branch3x3_1_conv', 'Mixed_7a_branch3x3_1_bn', 'Mixed_7a_branch3x3_1_relu', 'Mixed_7a_branch3x3_2', 'Mixed_7a_branch3x3_2_conv', 'Mixed_7a_branch3x3_2_bn', 'Mixed_7a_branch3x3_2_relu', 'Mixed_7a_branch7x7x3_1', 'Mixed_7a_branch7x7x3_1_conv', 'Mixed_7a_branch7x7x3_1_bn', 'Mixed_7a_branch7x7x3_1_relu', 'Mixed_7a_branch7x7x3_2', 'Mixed_7a_branch7x7x3_2_conv', 'Mixed_7a_branch7x7x3_2_bn', 'Mixed_7a_branch7x7x3_2_relu', 'Mixed_7a_branch7x7x3_3', 'Mixed_7a_branch7x7x3_3_conv', 'Mixed_7a_branch7x7x3_3_bn', 'Mixed_7a_branch7x7x3_3_relu', 'Mixed_7a_branch7x7x3_4', 'Mixed_7a_branch7x7x3_4_conv', 'Mixed_7a_branch7x7x3_4_bn', 'Mixed_7a_branch7x7x3_4_relu', 'Mixed_7a_MaxPool', 'Mixed_7b', 'Mixed_7b_branch1x1', 'Mixed_7b_branch1x1_conv', 'Mixed_7b_branch1x1_bn', 'Mixed_7b_branch1x1_relu', 'Mixed_7b_branch3x3_1', 'Mixed_7b_branch3x3_1_conv', 'Mixed_7b_branch3x3_1_bn', 'Mixed_7b_branch3x3_1_relu', 'Mixed_7b_branch3x3_2a', 'Mixed_7b_branch3x3_2a_conv', 'Mixed_7b_branch3x3_2a_bn', 'Mixed_7b_branch3x3_2a_relu', 'Mixed_7b_branch3x3_2b', 'Mixed_7b_branch3x3_2b_conv', 'Mixed_7b_branch3x3_2b_bn', 'Mixed_7b_branch3x3_2b_relu', 'Mixed_7b_branch3x3dbl_1', 'Mixed_7b_branch3x3dbl_1_conv', 'Mixed_7b_branch3x3dbl_1_bn', 'Mixed_7b_branch3x3dbl_1_relu', 'Mixed_7b_branch3x3dbl_2', 'Mixed_7b_branch3x3dbl_2_conv', 'Mixed_7b_branch3x3dbl_2_bn', 'Mixed_7b_branch3x3dbl_2_relu', 'Mixed_7b_branch3x3dbl_3a', 'Mixed_7b_branch3x3dbl_3a_conv', 'Mixed_7b_branch3x3dbl_3a_bn', 'Mixed_7b_branch3x3dbl_3a_relu', 'Mixed_7b_branch3x3dbl_3b', 'Mixed_7b_branch3x3dbl_3b_conv', 'Mixed_7b_branch3x3dbl_3b_bn', 'Mixed_7b_branch3x3dbl_3b_relu', 'Mixed_7b_AvgPool', 'Mixed_7b_branch_pool', 'Mixed_7b_branch_pool_conv', 'Mixed_7b_branch_pool_bn', 'Mixed_7b_branch_pool_relu', 'Mixed_7c', 'Mixed_7c_branch1x1', 'Mixed_7c_branch1x1_conv', 'Mixed_7c_branch1x1_bn', 'Mixed_7c_branch1x1_relu', 'Mixed_7c_branch3x3_1', 'Mixed_7c_branch3x3_1_conv', 'Mixed_7c_branch3x3_1_bn', 'Mixed_7c_branch3x3_1_relu', 'Mixed_7c_branch3x3_2a', 'Mixed_7c_branch3x3_2a_conv', 'Mixed_7c_branch3x3_2a_bn', 'Mixed_7c_branch3x3_2a_relu', 'Mixed_7c_branch3x3_2b', 'Mixed_7c_branch3x3_2b_conv', 'Mixed_7c_branch3x3_2b_bn', 'Mixed_7c_branch3x3_2b_relu', 'Mixed_7c_branch3x3dbl_1', 'Mixed_7c_branch3x3dbl_1_conv', 'Mixed_7c_branch3x3dbl_1_bn', 'Mixed_7c_branch3x3dbl_1_relu', 'Mixed_7c_branch3x3dbl_2', 'Mixed_7c_branch3x3dbl_2_conv', 'Mixed_7c_branch3x3dbl_2_bn', 'Mixed_7c_branch3x3dbl_2_relu', 'Mixed_7c_branch3x3dbl_3a', 'Mixed_7c_branch3x3dbl_3a_conv', 'Mixed_7c_branch3x3dbl_3a_bn', 'Mixed_7c_branch3x3dbl_3a_relu', 'Mixed_7c_branch3x3dbl_3b', 'Mixed_7c_branch3x3dbl_3b_conv', 'Mixed_7c_branch3x3dbl_3b_bn', 'Mixed_7c_branch3x3dbl_3b_relu', 'Mixed_7c_AvgPool', 'Mixed_7c_branch_pool', 'Mixed_7c_branch_pool_conv', 'Mixed_7c_branch_pool_bn', 'Mixed_7c_branch_pool_relu', 'AvgPool', 'fc']\n"
     ],
     "output_type": "stream"
    }
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "OBRQOZK-d-Va",
    "colab_type": "text"
   },
   "source": [
    "Let's choose the final layer, where we have 1000 channels, each corresponding to 1 imagenet class. We'll choose the 256th feature, which is the class \"Newfoundland Dog\". After running a `BasicAscent` and viewing it in pyplot, you can confirm for yourself that we indeed see things that look like dogs. "
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "id": "74FPmcK1a4AV",
    "colab_type": "code",
    "colab": {
     "resources": {
      "http://localhost:8080/nbextensions/google.colab/colabwidgets/controls.css": {
       "data": "/* Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

 /* We import all of these together in a single css file because the Webpack
loader sees only one file at a time. This allows postcss to see the variable
definitions when they are used. */

 /*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

 /*
This file is copied from the JupyterLab project to define default styling for
when the widget styling is compiled down to eliminate CSS variables. We make one
change - we comment out the font import below.
*/

 /**
 * The material design colors are adapted from google-material-color v1.2.6
 * https://github.com/danlevan/google-material-color
 * https://github.com/danlevan/google-material-color/blob/f67ca5f4028b2f1b34862f64b0ca67323f91b088/dist/palette.var.css
 *
 * The license for the material design color CSS variables is as follows (see
 * https://github.com/danlevan/google-material-color/blob/f67ca5f4028b2f1b34862f64b0ca67323f91b088/LICENSE)
 *
 * The MIT License (MIT)
 *
 * Copyright (c) 2014 Dan Le Van
 *
 * Permission is hereby granted, free of charge, to any person obtaining a copy
 * of this software and associated documentation files (the "Software"), to deal
 * in the Software without restriction, including without limitation the rights
 * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 * copies of the Software, and to permit persons to whom the Software is
 * furnished to do so, subject to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included in
 * all copies or substantial portions of the Software.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
 * SOFTWARE.
 */

 /*
The following CSS variables define the main, public API for styling JupyterLab.
These variables should be used by all plugins wherever possible. In other
words, plugins should not define custom colors, sizes, etc unless absolutely
necessary. This enables users to change the visual theme of JupyterLab
by changing these variables.

Many variables appear in an ordered sequence (0,1,2,3). These sequences
are designed to work well together, so for example, `--jp-border-color1` should
be used with `--jp-layout-color1`. The numbers have the following meanings:

* 0: super-primary, reserved for special emphasis
* 1: primary, most important under normal situations
* 2: secondary, next most important under normal situations
* 3: tertiary, next most important under normal situations

Throughout JupyterLab, we are mostly following principles from Google's
Material Design when selecting colors. We are not, however, following
all of MD as it is not optimized for dense, information rich UIs.
*/

 /*
 * Optional monospace font for input/output prompt.
 */

 /* Commented out in ipywidgets since we don't need it. */

 /* @import url('https://fonts.googleapis.com/css?family=Roboto+Mono'); */

 /*
 * Added for compabitility with output area
 */

 :root {

  /* Borders

  The following variables, specify the visual styling of borders in JupyterLab.
   */

  /* UI Fonts

  The UI font CSS variables are used for the typography all of the JupyterLab
  user interface elements that are not directly user generated content.
  */ /* Base font size */ /* Ensures px perfect FontAwesome icons */

  /* Use these font colors against the corresponding main layout colors.
     In a light theme, these go from dark to light.
  */

  /* Use these against the brand/accent/warn/error colors.
     These will typically go from light to darker, in both a dark and light theme
   */

  /* Content Fonts

  Content font variables are used for typography of user generated content.
  */ /* Base font size */


  /* Layout

  The following are the main layout colors use in JupyterLab. In a light
  theme these would go from light to dark.
  */

  /* Brand/accent */

  /* State colors (warn, error, success, info) */

  /* Cell specific styles */
  /* A custom blend of MD grey and blue 600
   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */
  /* A custom blend of MD grey and orange 600
   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */

  /* Notebook specific styles */

  /* Console specific styles */

  /* Toolbar specific styles */
}

 /* Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

 /*
 * We assume that the CSS variables in
 * https://github.com/jupyterlab/jupyterlab/blob/master/src/default-theme/variables.css
 * have been defined.
 */

 /* This file has code derived from PhosphorJS CSS files, as noted below. The license for this PhosphorJS code is:

Copyright (c) 2014-2017, PhosphorJS Contributors
All rights reserved.

Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:

* Redistributions of source code must retain the above copyright notice, this
  list of conditions and the following disclaimer.

* Redistributions in binary form must reproduce the above copyright notice,
  this list of conditions and the following disclaimer in the documentation
  and/or other materials provided with the distribution.

* Neither the name of the copyright holder nor the names of its
  contributors may be used to endorse or promote products derived from
  this software without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

*/

 /*
 * The following section is derived from https://github.com/phosphorjs/phosphor/blob/23b9d075ebc5b73ab148b6ebfc20af97f85714c4/packages/widgets/style/tabbar.css 
 * We've scoped the rules so that they are consistent with exactly our code.
 */

 .jupyter-widgets.widget-tab > .p-TabBar {
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='horizontal'] {
  -webkit-box-orient: horizontal;
  -webkit-box-direction: normal;
      -ms-flex-direction: row;
          flex-direction: row;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='vertical'] {
  -webkit-box-orient: vertical;
  -webkit-box-direction: normal;
      -ms-flex-direction: column;
          flex-direction: column;
}

 .jupyter-widgets.widget-tab > .p-TabBar > .p-TabBar-content {
  margin: 0;
  padding: 0;
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
  -webkit-box-flex: 1;
      -ms-flex: 1 1 auto;
          flex: 1 1 auto;
  list-style-type: none;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='horizontal'] > .p-TabBar-content {
  -webkit-box-orient: horizontal;
  -webkit-box-direction: normal;
      -ms-flex-direction: row;
          flex-direction: row;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='vertical'] > .p-TabBar-content {
  -webkit-box-orient: vertical;
  -webkit-box-direction: normal;
      -ms-flex-direction: column;
          flex-direction: column;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab {
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
  -webkit-box-orient: horizontal;
  -webkit-box-direction: normal;
      -ms-flex-direction: row;
          flex-direction: row;
  -webkit-box-sizing: border-box;
          box-sizing: border-box;
  overflow: hidden;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabIcon,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabCloseIcon {
  -webkit-box-flex: 0;
      -ms-flex: 0 0 auto;
          flex: 0 0 auto;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabLabel {
  -webkit-box-flex: 1;
      -ms-flex: 1 1 auto;
          flex: 1 1 auto;
  overflow: hidden;
  white-space: nowrap;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-hidden {
  display: none !important;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging .p-TabBar-tab {
  position: relative;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging[data-orientation='horizontal'] .p-TabBar-tab {
  left: 0;
  -webkit-transition: left 150ms ease;
  transition: left 150ms ease;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging[data-orientation='vertical'] .p-TabBar-tab {
  top: 0;
  -webkit-transition: top 150ms ease;
  transition: top 150ms ease;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging .p-TabBar-tab.p-mod-dragging {
  -webkit-transition: none;
  transition: none;
}

 /* End tabbar.css */

 :root { /* margin between inline elements */

    /* From Material Design Lite */
}

 .jupyter-widgets {
    margin: 2px;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    color: black;
    overflow: visible;
}

 .jupyter-widgets.jupyter-widgets-disconnected::before {
    line-height: 28px;
    height: 28px;
}

 .jp-Output-result > .jupyter-widgets {
    margin-left: 0;
    margin-right: 0;
}

 /* vbox and hbox */

 .widget-inline-hbox {
    /* Horizontal widgets */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: horizontal;
    -webkit-box-direction: normal;
        -ms-flex-direction: row;
            flex-direction: row;
    -webkit-box-align: baseline;
        -ms-flex-align: baseline;
            align-items: baseline;
}

 .widget-inline-vbox {
    /* Vertical Widgets */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;
}

 .widget-box {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    margin: 0;
    overflow: auto;
}

 .widget-gridbox {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: grid;
    margin: 0;
    overflow: auto;
}

 .widget-hbox {
    -webkit-box-orient: horizontal;
    -webkit-box-direction: normal;
        -ms-flex-direction: row;
            flex-direction: row;
}

 .widget-vbox {
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 /* General Button Styling */

 .jupyter-button {
    padding-left: 10px;
    padding-right: 10px;
    padding-top: 0px;
    padding-bottom: 0px;
    display: inline-block;
    white-space: nowrap;
    overflow: hidden;
    text-overflow: ellipsis;
    text-align: center;
    font-size: 13px;
    cursor: pointer;

    height: 28px;
    border: 0px solid;
    line-height: 28px;
    -webkit-box-shadow: none;
            box-shadow: none;

    color: rgba(0, 0, 0, .8);
    background-color: #EEEEEE;
    border-color: #E0E0E0;
    border: none;
}

 .jupyter-button i.fa {
    margin-right: 4px;
    pointer-events: none;
}

 .jupyter-button:empty:before {
    content: "\200b"; /* zero-width space */
}

 .jupyter-widgets.jupyter-button:disabled {
    opacity: 0.6;
}

 .jupyter-button i.fa.center {
    margin-right: 0;
}

 .jupyter-button:hover:enabled, .jupyter-button:focus:enabled {
    /* MD Lite 2dp shadow */
    -webkit-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .14),
                0 3px 1px -2px rgba(0, 0, 0, .2),
                0 1px 5px 0 rgba(0, 0, 0, .12);
            box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .14),
                0 3px 1px -2px rgba(0, 0, 0, .2),
                0 1px 5px 0 rgba(0, 0, 0, .12);
}

 .jupyter-button:active, .jupyter-button.mod-active {
    /* MD Lite 4dp shadow */
    -webkit-box-shadow: 0 4px 5px 0 rgba(0, 0, 0, .14),
                0 1px 10px 0 rgba(0, 0, 0, .12),
                0 2px 4px -1px rgba(0, 0, 0, .2);
            box-shadow: 0 4px 5px 0 rgba(0, 0, 0, .14),
                0 1px 10px 0 rgba(0, 0, 0, .12),
                0 2px 4px -1px rgba(0, 0, 0, .2);
    color: rgba(0, 0, 0, .8);
    background-color: #BDBDBD;
}

 .jupyter-button:focus:enabled {
    outline: 1px solid #64B5F6;
}

 /* Button "Primary" Styling */

 .jupyter-button.mod-primary {
    color: rgba(255, 255, 255, 1.0);
    background-color: #2196F3;
}

 .jupyter-button.mod-primary.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #1976D2;
}

 .jupyter-button.mod-primary:active {
    color: rgba(255, 255, 255, 1);
    background-color: #1976D2;
}

 /* Button "Success" Styling */

 .jupyter-button.mod-success {
    color: rgba(255, 255, 255, 1.0);
    background-color: #4CAF50;
}

 .jupyter-button.mod-success.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #388E3C;
 }

 .jupyter-button.mod-success:active {
    color: rgba(255, 255, 255, 1);
    background-color: #388E3C;
 }

 /* Button "Info" Styling */

 .jupyter-button.mod-info {
    color: rgba(255, 255, 255, 1.0);
    background-color: #00BCD4;
}

 .jupyter-button.mod-info.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #0097A7;
}

 .jupyter-button.mod-info:active {
    color: rgba(255, 255, 255, 1);
    background-color: #0097A7;
}

 /* Button "Warning" Styling */

 .jupyter-button.mod-warning {
    color: rgba(255, 255, 255, 1.0);
    background-color: #FF9800;
}

 .jupyter-button.mod-warning.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #F57C00;
}

 .jupyter-button.mod-warning:active {
    color: rgba(255, 255, 255, 1);
    background-color: #F57C00;
}

 /* Button "Danger" Styling */

 .jupyter-button.mod-danger {
    color: rgba(255, 255, 255, 1.0);
    background-color: #F44336;
}

 .jupyter-button.mod-danger.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #D32F2F;
}

 .jupyter-button.mod-danger:active {
    color: rgba(255, 255, 255, 1);
    background-color: #D32F2F;
}

 /* Widget Button*/

 .widget-button, .widget-toggle-button {
    width: 148px;
}

 /* Widget Label Styling */

 /* Override Bootstrap label css */

 .jupyter-widgets label {
    margin-bottom: 0;
    margin-bottom: initial;
}

 .widget-label-basic {
    /* Basic Label */
    color: black;
    font-size: 13px;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
    line-height: 28px;
}

 .widget-label {
    /* Label */
    color: black;
    font-size: 13px;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
    line-height: 28px;
}

 .widget-inline-hbox .widget-label {
    /* Horizontal Widget Label */
    color: black;
    text-align: right;
    margin-right: 8px;
    width: 80px;
    -ms-flex-negative: 0;
        flex-shrink: 0;
}

 .widget-inline-vbox .widget-label {
    /* Vertical Widget Label */
    color: black;
    text-align: center;
    line-height: 28px;
}

 /* Widget Readout Styling */

 .widget-readout {
    color: black;
    font-size: 13px;
    height: 28px;
    line-height: 28px;
    overflow: hidden;
    white-space: nowrap;
    text-align: center;
}

 .widget-readout.overflow {
    /* Overflowing Readout */

    /* From Material Design Lite
        shadow-key-umbra-opacity: 0.2;
        shadow-key-penumbra-opacity: 0.14;
        shadow-ambient-shadow-opacity: 0.12;
     */
    -webkit-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .2),
                        0 3px 1px -2px rgba(0, 0, 0, .14),
                        0 1px 5px 0 rgba(0, 0, 0, .12);

    box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .2),
                0 3px 1px -2px rgba(0, 0, 0, .14),
                0 1px 5px 0 rgba(0, 0, 0, .12);
}

 .widget-inline-hbox .widget-readout {
    /* Horizontal Readout */
    text-align: center;
    max-width: 148px;
    min-width: 72px;
    margin-left: 4px;
}

 .widget-inline-vbox .widget-readout {
    /* Vertical Readout */
    margin-top: 4px;
    /* as wide as the widget */
    width: inherit;
}

 /* Widget Checkbox Styling */

 .widget-checkbox {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-checkbox input[type="checkbox"] {
    margin: 0px 8px 0px 0px;
    line-height: 28px;
    font-size: large;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 0;
        flex-shrink: 0;
    -ms-flex-item-align: center;
        align-self: center;
}

 /* Widget Valid Styling */

 .widget-valid {
    height: 28px;
    line-height: 28px;
    width: 148px;
    font-size: 13px;
}

 .widget-valid i:before {
    line-height: 28px;
    margin-right: 4px;
    margin-left: 4px;

    /* from the fa class in FontAwesome: https://github.com/FortAwesome/Font-Awesome/blob/49100c7c3a7b58d50baa71efef11af41a66b03d3/css/font-awesome.css#L14 */
    display: inline-block;
    font: normal normal normal 14px/1 FontAwesome;
    font-size: inherit;
    text-rendering: auto;
    -webkit-font-smoothing: antialiased;
    -moz-osx-font-smoothing: grayscale;
}

 .widget-valid.mod-valid i:before {
    content: "\f00c";
    color: green;
}

 .widget-valid.mod-invalid i:before {
    content: "\f00d";
    color: red;
}

 .widget-valid.mod-valid .widget-valid-readout {
    display: none;
}

 /* Widget Text and TextArea Stying */

 .widget-textarea, .widget-text {
    width: 300px;
}

 .widget-text input[type="text"], .widget-text input[type="number"]{
    height: 28px;
    line-height: 28px;
}

 .widget-text input[type="text"]:disabled, .widget-text input[type="number"]:disabled, .widget-textarea textarea:disabled {
    opacity: 0.6;
}

 .widget-text input[type="text"], .widget-text input[type="number"], .widget-textarea textarea {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    padding: 4px 8px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -ms-flex-negative: 1;
        flex-shrink: 1;
    outline: none !important;
}

 .widget-textarea textarea {
    height: inherit;
    width: inherit;
}

 .widget-text input:focus, .widget-textarea textarea:focus {
    border-color: #64B5F6;
}

 /* Widget Slider */

 .widget-slider .ui-slider {
    /* Slider Track */
    border: 1px solid #BDBDBD;
    background: #BDBDBD;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    position: relative;
    border-radius: 0px;
}

 .widget-slider .ui-slider .ui-slider-handle {
    /* Slider Handle */
    outline: none !important; /* focused slider handles are colored - see below */
    position: absolute;
    background-color: white;
    border: 1px solid #9E9E9E;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    z-index: 1;
    background-image: none; /* Override jquery-ui */
}

 /* Override jquery-ui */

 .widget-slider .ui-slider .ui-slider-handle:hover, .widget-slider .ui-slider .ui-slider-handle:focus {
    background-color: #2196F3;
    border: 1px solid #2196F3;
}

 .widget-slider .ui-slider .ui-slider-handle:active {
    background-color: #2196F3;
    border-color: #2196F3;
    z-index: 2;
    -webkit-transform: scale(1.2);
            transform: scale(1.2);
}

 .widget-slider  .ui-slider .ui-slider-range {
    /* Interval between the two specified value of a double slider */
    position: absolute;
    background: #2196F3;
    z-index: 0;
}

 /* Shapes of Slider Handles */

 .widget-hslider .ui-slider .ui-slider-handle {
    width: 16px;
    height: 16px;
    margin-top: -7px;
    margin-left: -7px;
    border-radius: 50%;
    top: 0;
}

 .widget-vslider .ui-slider .ui-slider-handle {
    width: 16px;
    height: 16px;
    margin-bottom: -7px;
    margin-left: -7px;
    border-radius: 50%;
    left: 0;
}

 .widget-hslider .ui-slider .ui-slider-range {
    height: 8px;
    margin-top: -3px;
}

 .widget-vslider .ui-slider .ui-slider-range {
    width: 8px;
    margin-left: -3px;
}

 /* Horizontal Slider */

 .widget-hslider {
    width: 300px;
    height: 28px;
    line-height: 28px;

    /* Override the align-items baseline. This way, the description and readout
    still seem to align their baseline properly, and we don't have to have
    align-self: stretch in the .slider-container. */
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;
}

 .widgets-slider .slider-container {
    overflow: visible;
}

 .widget-hslider .slider-container {
    height: 28px;
    margin-left: 6px;
    margin-right: 6px;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
}

 .widget-hslider .ui-slider {
    /* Inner, invisible slide div */
    height: 4px;
    margin-top: 12px;
    width: 100%;
}

 /* Vertical Slider */

 .widget-vbox .widget-label {
    height: 28px;
    line-height: 28px;
}

 .widget-vslider {
    /* Vertical Slider */
    height: 200px;
    width: 72px;
}

 .widget-vslider .slider-container {
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    margin-left: auto;
    margin-right: auto;
    margin-bottom: 6px;
    margin-top: 6px;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 .widget-vslider .ui-slider-vertical {
    /* Inner, invisible slide div */
    width: 4px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-left: auto;
    margin-right: auto;
}

 /* Widget Progress Styling */

 .progress-bar {
    -webkit-transition: none;
    transition: none;
}

 .progress-bar {
    height: 28px;
}

 .progress-bar {
    background-color: #2196F3;
}

 .progress-bar-success {
    background-color: #4CAF50;
}

 .progress-bar-info {
    background-color: #00BCD4;
}

 .progress-bar-warning {
    background-color: #FF9800;
}

 .progress-bar-danger {
    background-color: #F44336;
}

 .progress {
    background-color: #EEEEEE;
    border: none;
    -webkit-box-shadow: none;
            box-shadow: none;
}

 /* Horisontal Progress */

 .widget-hprogress {
    /* Progress Bar */
    height: 28px;
    line-height: 28px;
    width: 300px;
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;

}

 .widget-hprogress .progress {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-top: 4px;
    margin-bottom: 4px;
    -ms-flex-item-align: stretch;
        align-self: stretch;
    /* Override bootstrap style */
    height: auto;
    height: initial;
}

 /* Vertical Progress */

 .widget-vprogress {
    height: 200px;
    width: 72px;
}

 .widget-vprogress .progress {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    width: 20px;
    margin-left: auto;
    margin-right: auto;
    margin-bottom: 0;
}

 /* Select Widget Styling */

 .widget-dropdown {
    height: 28px;
    width: 300px;
    line-height: 28px;
}

 .widget-dropdown > select {
    padding-right: 20px;
    border: 1px solid #9E9E9E;
    border-radius: 0;
    height: inherit;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    outline: none !important;
    -webkit-box-shadow: none;
            box-shadow: none;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    vertical-align: top;
    padding-left: 8px;
	appearance: none;
	-webkit-appearance: none;
	-moz-appearance: none;
    background-repeat: no-repeat;
	background-size: 20px;
	background-position: right center;
    background-image: url("data:image/svg+xml;base64,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");
}

 .widget-dropdown > select:focus {
    border-color: #64B5F6;
}

 .widget-dropdown > select:disabled {
    opacity: 0.6;
}

 /* To disable the dotted border in Firefox around select controls.
   See http://stackoverflow.com/a/18853002 */

 .widget-dropdown > select:-moz-focusring {
    color: transparent;
    text-shadow: 0 0 0 #000;
}

 /* Select and SelectMultiple */

 .widget-select {
    width: 300px;
    line-height: 28px;

    /* Because Firefox defines the baseline of a select as the bottom of the
    control, we align the entire control to the top and add padding to the
    select to get an approximate first line baseline alignment. */
    -webkit-box-align: start;
        -ms-flex-align: start;
            align-items: flex-start;
}

 .widget-select > select {
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    outline: none !important;
    overflow: auto;
    height: inherit;

    /* Because Firefox defines the baseline of a select as the bottom of the
    control, we align the entire control to the top and add padding to the
    select to get an approximate first line baseline alignment. */
    padding-top: 5px;
}

 .widget-select > select:focus {
    border-color: #64B5F6;
}

 .wiget-select > select > option {
    padding-left: 4px;
    line-height: 28px;
    /* line-height doesn't work on some browsers for select options */
    padding-top: calc(28px - var(--jp-widgets-font-size) / 2);
    padding-bottom: calc(28px - var(--jp-widgets-font-size) / 2);
}

 /* Toggle Buttons Styling */

 .widget-toggle-buttons {
    line-height: 28px;
}

 .widget-toggle-buttons .widget-toggle-button {
    margin-left: 2px;
    margin-right: 2px;
}

 .widget-toggle-buttons .jupyter-button:disabled {
    opacity: 0.6;
}

 /* Radio Buttons Styling */

 .widget-radio {
    width: 300px;
    line-height: 28px;
}

 .widget-radio-box {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-bottom: 8px;
}

 .widget-radio-box label {
    height: 20px;
    line-height: 20px;
    font-size: 13px;
}

 .widget-radio-box input {
    height: 20px;
    line-height: 20px;
    margin: 0 8px 0 1px;
    float: left;
}

 /* Color Picker Styling */

 .widget-colorpicker {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-colorpicker > .widget-colorpicker-input {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    min-width: 72px;
}

 .widget-colorpicker input[type="color"] {
    width: 28px;
    height: 28px;
    padding: 0 2px; /* make the color square actually square on Chrome on OS X */
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    border-left: none;
    -webkit-box-flex: 0;
        -ms-flex-positive: 0;
            flex-grow: 0;
    -ms-flex-negative: 0;
        flex-shrink: 0;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    -ms-flex-item-align: stretch;
        align-self: stretch;
    outline: none !important;
}

 .widget-colorpicker.concise input[type="color"] {
    border-left: 1px solid #9E9E9E;
}

 .widget-colorpicker input[type="color"]:focus, .widget-colorpicker input[type="text"]:focus {
    border-color: #64B5F6;
}

 .widget-colorpicker input[type="text"] {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    outline: none !important;
    height: 28px;
    line-height: 28px;
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    font-size: 13px;
    padding: 4px 8px;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -ms-flex-negative: 1;
        flex-shrink: 1;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
}

 .widget-colorpicker input[type="text"]:disabled {
    opacity: 0.6;
}

 /* Date Picker Styling */

 .widget-datepicker {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-datepicker input[type="date"] {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    outline: none !important;
    height: 28px;
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    padding: 4px 8px;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
}

 .widget-datepicker input[type="date"]:focus {
    border-color: #64B5F6;
}

 .widget-datepicker input[type="date"]:invalid {
    border-color: #FF9800;
}

 .widget-datepicker input[type="date"]:disabled {
    opacity: 0.6;
}

 /* Play Widget */

 .widget-play {
    width: 148px;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .widget-play .jupyter-button {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    height: auto;
}

 .widget-play .jupyter-button:disabled {
    opacity: 0.6;
}

 /* Tab Widget */

 .jupyter-widgets.widget-tab {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 .jupyter-widgets.widget-tab > .p-TabBar {
    /* Necessary so that a tab can be shifted down to overlay the border of the box below. */
    overflow-x: visible;
    overflow-y: visible;
}

 .jupyter-widgets.widget-tab > .p-TabBar > .p-TabBar-content {
    /* Make sure that the tab grows from bottom up */
    -webkit-box-align: end;
        -ms-flex-align: end;
            align-items: flex-end;
    min-width: 0;
    min-height: 0;
}

 .jupyter-widgets.widget-tab > .widget-tab-contents {
    width: 100%;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    margin: 0;
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    padding: 15px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    overflow: auto;
}

 .jupyter-widgets.widget-tab > .p-TabBar {
    font: 13px Helvetica, Arial, sans-serif;
    min-height: 25px;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab {
    -webkit-box-flex: 0;
        -ms-flex: 0 1 144px;
            flex: 0 1 144px;
    min-width: 35px;
    min-height: 25px;
    line-height: 24px;
    margin-left: -1px;
    padding: 0px 10px;
    background: #EEEEEE;
    color: rgba(0, 0, 0, .5);
    border: 1px solid #9E9E9E;
    border-bottom: none;
    position: relative;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-current {
    color: rgba(0, 0, 0, 1.0);
    /* We want the background to match the tab content background */
    background: white;
    min-height: 26px;
    -webkit-transform: translateY(1px);
            transform: translateY(1px);
    overflow: visible;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-current:before {
    position: absolute;
    top: -1px;
    left: -1px;
    content: '';
    height: 2px;
    width: calc(100% + 2px);
    background: #2196F3;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab:first-child {
    margin-left: 0;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab:hover:not(.p-mod-current) {
    background: white;
    color: rgba(0, 0, 0, .8);
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-mod-closable > .p-TabBar-tabCloseIcon {
    margin-left: 4px;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-mod-closable > .p-TabBar-tabCloseIcon:before {
    font-family: FontAwesome;
    content: '\f00d'; /* close */
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabIcon,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabLabel,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabCloseIcon {
    line-height: 24px;
}

 /* Accordion Widget */

 .p-Collapse {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .p-Collapse-header {
    padding: 4px;
    cursor: pointer;
    color: rgba(0, 0, 0, .5);
    background-color: #EEEEEE;
    border: 1px solid #9E9E9E;
    padding: 10px 15px;
    font-weight: bold;
}

 .p-Collapse-header:hover {
    background-color: white;
    color: rgba(0, 0, 0, .8);
}

 .p-Collapse-open > .p-Collapse-header {
    background-color: white;
    color: rgba(0, 0, 0, 1.0);
    cursor: default;
    border-bottom: none;
}

 .p-Collapse .p-Collapse-header::before {
    content: '\f0da\00A0';  /* caret-right, non-breaking space */
    display: inline-block;
    font: normal normal normal 14px/1 FontAwesome;
    font-size: inherit;
    text-rendering: auto;
    -webkit-font-smoothing: antialiased;
    -moz-osx-font-smoothing: grayscale;
}

 .p-Collapse-open > .p-Collapse-header::before {
    content: '\f0d7\00A0'; /* caret-down, non-breaking space */
}

 .p-Collapse-contents {
    padding: 15px;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    border-left: 1px solid #9E9E9E;
    border-right: 1px solid #9E9E9E;
    border-bottom: 1px solid #9E9E9E;
    overflow: auto;
}

 .p-Accordion {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .p-Accordion .p-Collapse {
    margin-bottom: 0;
}

 .p-Accordion .p-Collapse + .p-Collapse {
    margin-top: 4px;
}

 /* HTML widget */

 .widget-html, .widget-htmlmath {
    font-size: 13px;
}

 .widget-html > .widget-html-content, .widget-htmlmath > .widget-html-content {
    /* Fill out the area in the HTML widget */
    -ms-flex-item-align: stretch;
        align-self: stretch;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    /* Makes sure the baseline is still aligned with other elements */
    line-height: 28px;
    /* Make it possible to have absolutely-positioned elements in the html */
    position: relative;
}

/*# sourceMappingURL=data:application/json;base64,{"version":3,"sources":["../node_modules/@jupyter-widgets/controls/css/widgets.css","../node_modules/@jupyter-widgets/controls/css/labvariables.css","../node_modules/@jupyter-widgets/controls/css/materialcolors.css","../node_modules/@jupyter-widgets/controls/css/widgets-base.css","../node_modules/@jupyter-widgets/controls/css/phosphor.css"],"names":[],"mappings":"AAAA;;GAEG;;CAEF;;kCAEiC;;CCNlC;;;+EAG+E;;CAE/E;;;;EAIE;;CCTF;;;;;;;;;;;;;;;;;;;;;;;;;;;;;GA6BG;;CDhBH;;;;;;;;;;;;;;;;;;;EAmBE;;CAGF;;GAEG;;CACF,yDAAyD;;CAC1D,yEAAyE;;CAEzE;;GAEG;;CAOH;;EAEE;;;KAGG;;EAQH;;;;IAIE,CAIwB,oBAAoB,CAGhB,0CAA0C;;EAGxE;;IAEE;;EAOF;;KAEG;;EAOH;;;IAGE,CAWwB,oBAAoB;;;EAU9C;;;;IAIE;;EAOF,kBAAkB;;EAYlB,+CAA+C;;EAsB/C,0BAA0B;EAa1B;4EAC0E;EAE1E;wEACsE;;EAGtE,8BAA8B;;EAK9B,6BAA6B;;EAI7B,6BAA6B;CAQ9B;;CEzMD;;GAEG;;CAEH;;;;GAIG;;CCRH;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;EA8BE;;CAEF;;;GAGG;;CAEH;EACE,qBAAc;EAAd,qBAAc;EAAd,cAAc;EACd,0BAA0B;EAC1B,uBAAuB;EACvB,sBAAsB;EACtB,kBAAkB;CACnB;;CAGD;EACE,+BAAoB;EAApB,8BAAoB;MAApB,wBAAoB;UAApB,oBAAoB;CACrB;;CAGD;EACE,6BAAuB;EAAvB,8BAAuB;MAAvB,2BAAuB;UAAvB,uBAAuB;CACxB;;CAGD;EACE,UAAU;EACV,WAAW;EACX,qBAAc;EAAd,qBAAc;EAAd,cAAc;EACd,oBAAe;MAAf,mBAAe;UAAf,eAAe;EACf,sBAAsB;CACvB;;CAGD;EACE,+BAAoB;EAApB,8BAAoB;MAApB,wBAAoB;UAApB,oBAAoB;CACrB;;CAGD;EACE,6BAAuB;EAAvB,8BAAuB;MAAvB,2BAAuB;UAAvB,uBAAuB;CACxB;;CAGD;EACE,qBAAc;EAAd,qBAAc;EAAd,cAAc;EACd,+BAAoB;EAApB,8BAAoB;MAApB,wBAAoB;UAApB,oBAAoB;EACpB,+BAAuB;UAAvB,uBAAuB;EACvB,iBAAiB;CAClB;;CAGD;;EAEE,oBAAe;MAAf,mBAAe;UAAf,eAAe;CAChB;;CAGD;EACE,oBAAe;MAAf,mBAAe;UAAf,eAAe;EACf,iBAAiB;EACjB,oBAAoB;CACrB;;CAGD;EACE,yBAAyB;CAC1B;;CAGD;EACE,mBAAmB;CACpB;;CAGD;EACE,QAAQ;EACR,oCAA4B;EAA5B,4BAA4B;CAC7B;;CAGD;EACE,OAAO;EACP,mCAA2B;EAA3B,2BAA2B;CAC5B;;CAGD;EACE,yBAAiB;EAAjB,iBAAiB;CAClB;;CAED,oBAAoB;;CD9GpB,QAUqC,oCAAoC;;IA2BrE,+BAA+B;CAIlC;;CAED;IACI,YAAiC;IACjC,+BAAuB;YAAvB,uBAAuB;IACvB,aAA+B;IAC/B,kBAAkB;CACrB;;CAED;IACI,kBAA6C;IAC7C,aAAwC;CAC3C;;CAED;IACI,eAAe;IACf,gBAAgB;CACnB;;CAED,mBAAmB;;CAEnB;IACI,wBAAwB;IACxB,+BAAuB;YAAvB,uBAAuB;IACvB,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,+BAAoB;IAApB,8BAAoB;QAApB,wBAAoB;YAApB,oBAAoB;IACpB,4BAAsB;QAAtB,yBAAsB;YAAtB,sBAAsB;CACzB;;CAED;IACI,sBAAsB;IACtB,+BAAuB;YAAvB,uBAAuB;IACvB,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,6BAAuB;IAAvB,8BAAuB;QAAvB,2BAAuB;YAAvB,uBAAuB;IACvB,0BAAoB;QAApB,uBAAoB;YAApB,oBAAoB;CACvB;;CAED;IACI,+BAAuB;YAAvB,uBAAuB;IACvB,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,UAAU;IACV,eAAe;CAClB;;CAED;IACI,+BAAuB;YAAvB,uBAAuB;IACvB,cAAc;IACd,UAAU;IACV,eAAe;CAClB;;CAED;IACI,+BAAoB;IAApB,8BAAoB;QAApB,wBAAoB;YAApB,oBAAoB;CACvB;;CAED;IACI,6BAAuB;IAAvB,8BAAuB;QAAvB,2BAAuB;YAAvB,uBAAuB;CAC1B;;CAED,4BAA4B;;CAE5B;IACI,mBAAmB;IACnB,oBAAoB;IACpB,iBAAiB;IACjB,oBAAoB;IACpB,sBAAsB;IACtB,oBAAoB;IACpB,iBAAiB;IACjB,wBAAwB;IACxB,mBAAmB;IACnB,gBAAuC;IACvC,gBAAgB;;IAEhB,aAAwC;IACxC,kBAAkB;IAClB,kBAA6C;IAC7C,yBAAiB;YAAjB,iBAAiB;;IAEjB,yBAAgC;IAChC,0BAA0C;IAC1C,sBAAsC;IACtC,aAAa;CAChB;;CAED;IACI,kBAA8C;IAC9C,qBAAqB;CACxB;;CAED;IACI,iBAAiB,CAAC,sBAAsB;CAC3C;;CAED;IACI,aAA4C;CAC/C;;CAED;IACI,gBAAgB;CACnB;;CAED;IACI,wBAAwB;IACxB;;+CAE+E;YAF/E;;+CAE+E;CAClF;;CAED;IACI,wBAAwB;IACxB;;iDAE6E;YAF7E;;iDAE6E;IAC7E,yBAAgC;IAChC,0BAA0C;CAC7C;;CAED;IACI,2BAA8D;CACjE;;CAED,8BAA8B;;CAE9B;IACI,gCAAwC;IACxC,0BAAyC;CAC5C;;CAED;IACI,8BAAwC;IACxC,0BAAyC;CAC5C;;CAED;IACI,8BAAwC;IACxC,0BAAyC;CAC5C;;CAED,8BAA8B;;CAE9B;IACI,gCAAwC;IACxC,0BAA2C;CAC9C;;CAED;IACI,8BAAwC;IACxC,0BAA2C;EAC7C;;CAEF;IACI,8BAAwC;IACxC,0BAA2C;EAC7C;;CAED,2BAA2B;;CAE5B;IACI,gCAAwC;IACxC,0BAAwC;CAC3C;;CAED;IACI,8BAAwC;IACxC,0BAAwC;CAC3C;;CAED;IACI,8BAAwC;IACxC,0BAAwC;CAC3C;;CAED,8BAA8B;;CAE9B;IACI,gCAAwC;IACxC,0BAAwC;CAC3C;;CAED;IACI,8BAAwC;IACxC,0BAAwC;CAC3C;;CAED;IACI,8BAAwC;IACxC,0BAAwC;CAC3C;;CAED,6BAA6B;;CAE7B;IACI,gCAAwC;IACxC,0BAAyC;CAC5C;;CAED;IACI,8BAAwC;IACxC,0BAAyC;CAC5C;;CAED;IACI,8BAAwC;IACxC,0BAAyC;CAC5C;;CAED,kBAAkB;;CAElB;IACI,aAA4C;CAC/C;;CAED,0BAA0B;;CAE1B,kCAAkC;;CAClC;IACI,iBAAuB;IAAvB,uBAAuB;CAC1B;;CAED;IACI,iBAAiB;IACjB,aAAqC;IACrC,gBAAuC;IACvC,iBAAiB;IACjB,wBAAwB;IACxB,oBAAoB;IACpB,kBAA6C;CAChD;;CAED;IACI,WAAW;IACX,aAAqC;IACrC,gBAAuC;IACvC,iBAAiB;IACjB,wBAAwB;IACxB,oBAAoB;IACpB,kBAA6C;CAChD;;CAED;IACI,6BAA6B;IAC7B,aAAqC;IACrC,kBAAkB;IAClB,kBAA0D;IAC1D,YAA4C;IAC5C,qBAAe;QAAf,eAAe;CAClB;;CAED;IACI,2BAA2B;IAC3B,aAAqC;IACrC,mBAAmB;IACnB,kBAA6C;CAChD;;CAED,4BAA4B;;CAE5B;IACI,aAAuC;IACvC,gBAAuC;IACvC,aAAwC;IACxC,kBAA6C;IAC7C,iBAAiB;IACjB,oBAAoB;IACpB,mBAAmB;CACtB;;CAED;IACI,yBAAyB;;IAEzB;;;;OAIG;IACH;;uDAEoD;;IAMpD;;+CAE4C;CAC/C;;CAED;IACI,wBAAwB;IACxB,mBAAmB;IACnB,iBAAgD;IAChD,gBAA+C;IAC/C,iBAA6C;CAChD;;CAED;IACI,sBAAsB;IACtB,gBAA4C;IAC5C,2BAA2B;IAC3B,eAAe;CAClB;;CAED,6BAA6B;;CAE7B;IACI,aAAsC;IACtC,aAAwC;IACxC,kBAA6C;CAChD;;CAED;IACI,wBAAgE;IAChE,kBAA6C;IAC7C,iBAAiB;IACjB,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,qBAAe;QAAf,eAAe;IACf,4BAAmB;QAAnB,mBAAmB;CACtB;;CAED,0BAA0B;;CAE1B;IACI,aAAwC;IACxC,kBAA6C;IAC7C,aAA4C;IAC5C,gBAAuC;CAC1C;;CAED;IACI,kBAA6C;IAC7C,kBAA8C;IAC9C,iBAA6C;;IAE7C,0JAA0J;IAC1J,sBAAsB;IACtB,8CAA8C;IAC9C,mBAAmB;IACnB,qBAAqB;IACrB,oCAAoC;IACpC,mCAAmC;CACtC;;CAED;IACI,iBAAiB;IACjB,aAAa;CAChB;;CAED;IACI,iBAAiB;IACjB,WAAW;CACd;;CAED;IACI,cAAc;CACjB;;CAED,qCAAqC;;CAErC;IACI,aAAsC;CACzC;;CAED;IACI,aAAwC;IACxC,kBAA6C;CAChD;;CAED;IACI,aAA4C;CAC/C;;CAED;IACI,+BAAuB;YAAvB,uBAAuB;IACvB,0BAAwF;IACxF,wBAA2D;IAC3D,yBAAqC;IACrC,gBAAuC;IACvC,iBAAsF;IACtF,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,aAAa,CAAC,iEAAiE;IAC/E,qBAAe;QAAf,eAAe;IACf,yBAAyB;CAC5B;;CAED;IACI,gBAAgB;IAChB,eAAe;CAClB;;CAED;IACI,sBAAyD;CAC5D;;CAED,mBAAmB;;CAEnB;IACI,kBAAkB;IAClB,0BAA4E;IAC5E,oBAAoC;IACpC,+BAAuB;YAAvB,uBAAuB;IACvB,mBAAmB;IACnB,mBAAmB;CACtB;;CAED;IACI,mBAAmB;IACnB,yBAAyB,CAAC,oDAAoD;IAC9E,mBAAmB;IACnB,wBAAmE;IACnE,0BAAiG;IACjG,+BAAuB;YAAvB,uBAAuB;IACvB,WAAW;IACX,uBAAuB,CAAC,wBAAwB;CACnD;;CAED,wBAAwB;;CACxB;IACI,0BAA+D;IAC/D,0BAAiG;CACpG;;CAED;IACI,0BAA+D;IAC/D,sBAA2D;IAC3D,WAAW;IACX,8BAAsB;YAAtB,sBAAsB;CACzB;;CAED;IACI,iEAAiE;IACjE,mBAAmB;IACnB,oBAAyD;IACzD,WAAW;CACd;;CAED,8BAA8B;;CAE9B;IACI,YAA4C;IAC5C,aAA6C;IAC7C,iBAAgJ;IAChJ,kBAAqG;IACrG,mBAAmB;IACnB,OAAO;CACV;;CAED;IACI,YAA4C;IAC5C,aAA6C;IAC7C,oBAAuG;IACvG,kBAAiJ;IACjJ,mBAAmB;IACnB,QAAQ;CACX;;CAED;IACI,YAA6D;IAC7D,iBAAyJ;CAC5J;;CAED;IACI,WAA4D;IAC5D,kBAA0J;CAC7J;;CAED,uBAAuB;;CAEvB;IACI,aAAsC;IACtC,aAAwC;IACxC,kBAA6C;;IAE7C;;oDAEgD;IAChD,0BAAoB;QAApB,uBAAoB;YAApB,oBAAoB;CACvB;;CAED;IACI,kBAAkB;CACrB;;CAED;IACI,aAAwC;IACxC,iBAAwG;IACxG,kBAAyG;IACzG,oBAA+C;QAA/C,oBAA+C;YAA/C,gBAA+C;CAClD;;CAED;IACI,gCAAgC;IAChC,YAAiD;IACjD,iBAAmG;IACnG,YAAY;CACf;;CAED,qBAAqB;;CAErB;IACI,aAAwC;IACxC,kBAA6C;CAChD;;CAED;IACI,qBAAqB;IACrB,cAA0C;IAC1C,YAA2C;CAC9C;;CAED;IACI,oBAA+C;QAA/C,oBAA+C;YAA/C,gBAA+C;IAC/C,kBAAkB;IAClB,mBAAmB;IACnB,mBAA0G;IAC1G,gBAAuG;IACvG,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,6BAAuB;IAAvB,8BAAuB;QAAvB,2BAAuB;YAAvB,uBAAuB;CAC1B;;CAED;IACI,gCAAgC;IAChC,WAAgD;IAChD,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,kBAAkB;IAClB,mBAAmB;CACtB;;CAED,6BAA6B;;CAE7B;IACI,yBAAyB;IAIzB,iBAAiB;CACpB;;CAED;IACI,aAAwC;CAC3C;;CAED;IACI,0BAAyC;CAC5C;;CAED;IACI,0BAA2C;CAC9C;;CAED;IACI,0BAAwC;CAC3C;;CAED;IACI,0BAAwC;CAC3C;;CAED;IACI,0BAAyC;CAC5C;;CAED;IACI,0BAA0C;IAC1C,aAAa;IACb,yBAAiB;YAAjB,iBAAiB;CACpB;;CAED,yBAAyB;;CAEzB;IACI,kBAAkB;IAClB,aAAwC;IACxC,kBAA6C;IAC7C,aAAsC;IACtC,0BAAoB;QAApB,uBAAoB;YAApB,oBAAoB;;CAEvB;;CAED;IACI,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,gBAA4C;IAC5C,mBAA+C;IAC/C,6BAAoB;QAApB,oBAAoB;IACpB,8BAA8B;IAC9B,aAAgB;IAAhB,gBAAgB;CACnB;;CAED,uBAAuB;;CAEvB;IACI,cAA0C;IAC1C,YAA2C;CAC9C;;CAED;IACI,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,YAA4C;IAC5C,kBAAkB;IAClB,mBAAmB;IACnB,iBAAiB;CACpB;;CAED,2BAA2B;;CAE3B;IACI,aAAwC;IACxC,aAAsC;IACtC,kBAA6C;CAChD;;CAED;IACI,oBAAoB;IACpB,0BAAwF;IACxF,iBAAiB;IACjB,gBAAgB;IAChB,oBAA+C;QAA/C,oBAA+C;YAA/C,gBAA+C;IAC/C,aAAa,CAAC,iEAAiE;IAC/E,+BAAuB;YAAvB,uBAAuB;IACvB,yBAAyB;IACzB,yBAAiB;YAAjB,iBAAiB;IACjB,wBAA2D;IAC3D,yBAAqC;IACrC,gBAAuC;IACvC,oBAAoB;IACpB,kBAAyD;CAC5D,iBAAiB;CACjB,yBAAyB;CACzB,sBAAsB;IACnB,6BAA6B;CAChC,sBAAsB;CACtB,kCAAkC;IAC/B,kuBAAmD;CACtD;;CACD;IACI,sBAAyD;CAC5D;;CAED;IACI,aAA4C;CAC/C;;CAED;6CAC6C;;CAC7C;IACI,mBAAmB;IACnB,wBAAwB;CAC3B;;CAED,+BAA+B;;CAE/B;IACI,aAAsC;IACtC,kBAA6C;;IAE7C;;kEAE8D;IAC9D,yBAAwB;QAAxB,sBAAwB;YAAxB,wBAAwB;CAC3B;;CAED;IACI,0BAAwF;IACxF,wBAA2D;IAC3D,yBAAqC;IACrC,gBAAuC;IACvC,oBAA+C;QAA/C,oBAA+C;YAA/C,gBAA+C;IAC/C,yBAAyB;IACzB,eAAe;IACf,gBAAgB;;IAEhB;;kEAE8D;IAC9D,iBAAiB;CACpB;;CAED;IACI,sBAAyD;CAC5D;;CAED;IACI,kBAA8C;IAC9C,kBAA6C;IAC7C,kEAAkE;IAClE,0DAAiF;IACjF,6DAAoF;CACvF;;CAID,4BAA4B;;CAE5B;IACI,kBAA6C;CAChD;;CAED;IACI,iBAAsC;IACtC,kBAAuC;CAC1C;;CAED;IACI,aAA4C;CAC/C;;CAED,2BAA2B;;CAE3B;IACI,aAAsC;IACtC,kBAA6C;CAChD;;CAED;IACI,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,6BAAuB;IAAvB,8BAAuB;QAAvB,2BAAuB;YAAvB,uBAAuB;IACvB,2BAAqB;QAArB,wBAAqB;YAArB,qBAAqB;IACrB,+BAAuB;YAAvB,uBAAuB;IACvB,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,mBAA8D;CACjE;;CAED;IACI,aAA4C;IAC5C,kBAAiD;IACjD,gBAAuC;CAC1C;;CAED;IACI,aAA4C;IAC5C,kBAAiD;IACjD,oBAA4D;IAC5D,YAAY;CACf;;CAED,0BAA0B;;CAE1B;IACI,aAAsC;IACtC,aAAwC;IACxC,kBAA6C;CAChD;;CAED;IACI,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,qBAAe;QAAf,eAAe;IACf,gBAA+C;CAClD;;CAED;IACI,YAAuC;IACvC,aAAwC;IACxC,eAAe,CAAC,6DAA6D;IAC7E,kBAAqD;IACrD,yBAAqC;IACrC,0BAAwF;IACxF,kBAAkB;IAClB,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,qBAAe;QAAf,eAAe;IACf,+BAAuB;YAAvB,uBAAuB;IACvB,6BAAoB;QAApB,oBAAoB;IACpB,yBAAyB;CAC5B;;CAED;IACI,+BAA6F;CAChG;;CAED;IACI,sBAAyD;CAC5D;;CAED;IACI,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,yBAAyB;IACzB,aAAwC;IACxC,kBAA6C;IAC7C,kBAAqD;IACrD,yBAAqC;IACrC,0BAAwF;IACxF,gBAAuC;IACvC,iBAAsF;IACtF,aAAa,CAAC,iEAAiE;IAC/E,qBAAe;QAAf,eAAe;IACf,+BAAuB;YAAvB,uBAAuB;CAC1B;;CAED;IACI,aAA4C;CAC/C;;CAED,yBAAyB;;CAEzB;IACI,aAAsC;IACtC,aAAwC;IACxC,kBAA6C;CAChD;;CAED;IACI,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,qBAAe;QAAf,eAAe;IACf,aAAa,CAAC,iEAAiE;IAC/E,yBAAyB;IACzB,aAAwC;IACxC,0BAAwF;IACxF,wBAA2D;IAC3D,yBAAqC;IACrC,gBAAuC;IACvC,iBAAsF;IACtF,+BAAuB;YAAvB,uBAAuB;CAC1B;;CAED;IACI,sBAAyD;CAC5D;;CAED;IACI,sBAAoC;CACvC;;CAED;IACI,aAA4C;CAC/C;;CAED,iBAAiB;;CAEjB;IACI,aAA4C;IAC5C,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,2BAAqB;QAArB,wBAAqB;YAArB,qBAAqB;CACxB;;CAED;IACI,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,aAAa;CAChB;;CAED;IACI,aAA4C;CAC/C;;CAED,gBAAgB;;CAEhB;IACI,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,6BAAuB;IAAvB,8BAAuB;QAAvB,2BAAuB;YAAvB,uBAAuB;CAC1B;;CAED;IACI,yFAAyF;IACzF,oBAAoB;IACpB,oBAAoB;CACvB;;CAED;IACI,iDAAiD;IACjD,uBAAsB;QAAtB,oBAAsB;YAAtB,sBAAsB;IACtB,aAAa;IACb,cAAc;CACjB;;CAED;IACI,YAAY;IACZ,+BAAuB;YAAvB,uBAAuB;IACvB,UAAU;IACV,kBAAoC;IACpC,yBAAgC;IAChC,0BAA6D;IAC7D,cAA6C;IAC7C,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,eAAe;CAClB;;CAED;IACI,wCAA+D;IAC/D,iBAAmF;CACtF;;CAED;IACI,oBAAiD;QAAjD,oBAAiD;YAAjD,gBAAiD;IACjD,gBAAgB;IAChB,iBAAmF;IACnF,kBAAqD;IACrD,kBAA+C;IAC/C,kBAAkB;IAClB,oBAAoC;IACpC,yBAAgC;IAChC,0BAA6D;IAC7D,oBAAoB;IACpB,mBAAmB;CACtB;;CAED;IACI,0BAAgC;IAChC,gEAAgE;IAChE,kBAAoC;IACpC,iBAAuF;IACvF,mCAA8C;YAA9C,2BAA8C;IAC9C,kBAAkB;CACrB;;CAED;IACI,mBAAmB;IACnB,UAAuC;IACvC,WAAwC;IACxC,YAAY;IACZ,YAAoD;IACpD,wBAA+C;IAC/C,oBAAmC;CACtC;;CAED;IACI,eAAe;CAClB;;CAED;IACI,kBAAoC;IACpC,yBAAgC;CACnC;;CAED;IACI,iBAAiB;CACpB;;CAED;IACI,yBAAyB;IACzB,iBAAiB,CAAC,WAAW;CAChC;;CAED;;;IAGI,kBAAqD;CACxD;;CAED,sBAAsB;;CAEtB;IACI,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,6BAAuB;IAAvB,8BAAuB;QAAvB,2BAAuB;YAAvB,uBAAuB;IACvB,2BAAqB;QAArB,wBAAqB;YAArB,qBAAqB;CACxB;;CAED;IACI,aAAyC;IACzC,gBAAgB;IAChB,yBAAgC;IAChC,0BAA0C;IAC1C,0BAAqE;IACrE,mBAA+F;IAC/F,kBAAkB;CACrB;;CAED;IACI,wBAA0C;IAC1C,yBAAgC;CACnC;;CAED;IACI,wBAA0C;IAC1C,0BAAgC;IAChC,gBAAgB;IAChB,oBAAoB;CACvB;;CAED;IACI,sBAAsB,EAAE,qCAAqC;IAC7D,sBAAsB;IACtB,8CAA8C;IAC9C,mBAAmB;IACnB,qBAAqB;IACrB,oCAAoC;IACpC,mCAAmC;CACtC;;CAED;IACI,sBAAsB,CAAC,oCAAoC;CAC9D;;CAED;IACI,cAA6C;IAC7C,wBAA0C;IAC1C,yBAAgC;IAChC,+BAA0E;IAC1E,gCAA2E;IAC3E,iCAA4E;IAC5E,eAAe;CAClB;;CAED;IACI,qBAAc;IAAd,qBAAc;IAAd,cAAc;IACd,6BAAuB;IAAvB,8BAAuB;QAAvB,2BAAuB;YAAvB,uBAAuB;IACvB,2BAAqB;QAArB,wBAAqB;YAArB,qBAAqB;CACxB;;CAED;IACI,iBAAiB;CACpB;;CAED;IACI,gBAAgB;CACnB;;CAID,iBAAiB;;CAEjB;IACI,gBAAuC;CAC1C;;CAED;IACI,0CAA0C;IAC1C,6BAAoB;QAApB,oBAAoB;IACpB,oBAAa;QAAb,qBAAa;YAAb,aAAa;IACb,qBAAe;QAAf,eAAe;IACf,kEAAkE;IAClE,kBAA6C;IAC7C,yEAAyE;IACzE,mBAAmB;CACtB","file":"controls.css","sourcesContent":["/* Copyright (c) Jupyter Development Team.\n * Distributed under the terms of the Modified BSD License.\n */\n\n /* We import all of these together in a single css file because the Webpack\nloader sees only one file at a time. This allows postcss to see the variable\ndefinitions when they are used. */\n\n@import \"./labvariables.css\";\n@import \"./widgets-base.css\";\n","/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*/\n\n/*\nThis file is copied from the JupyterLab project to define default styling for\nwhen the widget styling is compiled down to eliminate CSS variables. We make one\nchange - we comment out the font import below.\n*/\n\n@import \"./materialcolors.css\";\n\n/*\nThe following CSS variables define the main, public API for styling JupyterLab.\nThese variables should be used by all plugins wherever possible. In other\nwords, plugins should not define custom colors, sizes, etc unless absolutely\nnecessary. This enables users to change the visual theme of JupyterLab\nby changing these variables.\n\nMany variables appear in an ordered sequence (0,1,2,3). These sequences\nare designed to work well together, so for example, `--jp-border-color1` should\nbe used with `--jp-layout-color1`. The numbers have the following meanings:\n\n* 0: super-primary, reserved for special emphasis\n* 1: primary, most important under normal situations\n* 2: secondary, next most important under normal situations\n* 3: tertiary, next most important under normal situations\n\nThroughout JupyterLab, we are mostly following principles from Google's\nMaterial Design when selecting colors. We are not, however, following\nall of MD as it is not optimized for dense, information rich UIs.\n*/\n\n\n/*\n * Optional monospace font for input/output prompt.\n */\n /* Commented out in ipywidgets since we don't need it. */\n/* @import url('https://fonts.googleapis.com/css?family=Roboto+Mono'); */\n\n/*\n * Added for compabitility with output area\n */\n:root {\n  --jp-icon-search: none;\n  --jp-ui-select-caret: none;\n}\n\n\n:root {\n\n  /* Borders\n\n  The following variables, specify the visual styling of borders in JupyterLab.\n   */\n\n  --jp-border-width: 1px;\n  --jp-border-color0: var(--md-grey-700);\n  --jp-border-color1: var(--md-grey-500);\n  --jp-border-color2: var(--md-grey-300);\n  --jp-border-color3: var(--md-grey-100);\n\n  /* UI Fonts\n\n  The UI font CSS variables are used for the typography all of the JupyterLab\n  user interface elements that are not directly user generated content.\n  */\n\n  --jp-ui-font-scale-factor: 1.2;\n  --jp-ui-font-size0: calc(var(--jp-ui-font-size1)/var(--jp-ui-font-scale-factor));\n  --jp-ui-font-size1: 13px; /* Base font size */\n  --jp-ui-font-size2: calc(var(--jp-ui-font-size1)*var(--jp-ui-font-scale-factor));\n  --jp-ui-font-size3: calc(var(--jp-ui-font-size2)*var(--jp-ui-font-scale-factor));\n  --jp-ui-icon-font-size: 14px; /* Ensures px perfect FontAwesome icons */\n  --jp-ui-font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n\n  /* Use these font colors against the corresponding main layout colors.\n     In a light theme, these go from dark to light.\n  */\n\n  --jp-ui-font-color0: rgba(0,0,0,1.0);\n  --jp-ui-font-color1: rgba(0,0,0,0.8);\n  --jp-ui-font-color2: rgba(0,0,0,0.5);\n  --jp-ui-font-color3: rgba(0,0,0,0.3);\n\n  /* Use these against the brand/accent/warn/error colors.\n     These will typically go from light to darker, in both a dark and light theme\n   */\n\n  --jp-inverse-ui-font-color0: rgba(255,255,255,1);\n  --jp-inverse-ui-font-color1: rgba(255,255,255,1.0);\n  --jp-inverse-ui-font-color2: rgba(255,255,255,0.7);\n  --jp-inverse-ui-font-color3: rgba(255,255,255,0.5);\n\n  /* Content Fonts\n\n  Content font variables are used for typography of user generated content.\n  */\n\n  --jp-content-font-size: 13px;\n  --jp-content-line-height: 1.5;\n  --jp-content-font-color0: black;\n  --jp-content-font-color1: black;\n  --jp-content-font-color2: var(--md-grey-700);\n  --jp-content-font-color3: var(--md-grey-500);\n\n  --jp-ui-font-scale-factor: 1.2;\n  --jp-ui-font-size0: calc(var(--jp-ui-font-size1)/var(--jp-ui-font-scale-factor));\n  --jp-ui-font-size1: 13px; /* Base font size */\n  --jp-ui-font-size2: calc(var(--jp-ui-font-size1)*var(--jp-ui-font-scale-factor));\n  --jp-ui-font-size3: calc(var(--jp-ui-font-size2)*var(--jp-ui-font-scale-factor));\n\n  --jp-code-font-size: 13px;\n  --jp-code-line-height: 1.307;\n  --jp-code-padding: 5px;\n  --jp-code-font-family: monospace;\n\n\n  /* Layout\n\n  The following are the main layout colors use in JupyterLab. In a light\n  theme these would go from light to dark.\n  */\n\n  --jp-layout-color0: white;\n  --jp-layout-color1: white;\n  --jp-layout-color2: var(--md-grey-200);\n  --jp-layout-color3: var(--md-grey-400);\n\n  /* Brand/accent */\n\n  --jp-brand-color0: var(--md-blue-700);\n  --jp-brand-color1: var(--md-blue-500);\n  --jp-brand-color2: var(--md-blue-300);\n  --jp-brand-color3: var(--md-blue-100);\n\n  --jp-accent-color0: var(--md-green-700);\n  --jp-accent-color1: var(--md-green-500);\n  --jp-accent-color2: var(--md-green-300);\n  --jp-accent-color3: var(--md-green-100);\n\n  /* State colors (warn, error, success, info) */\n\n  --jp-warn-color0: var(--md-orange-700);\n  --jp-warn-color1: var(--md-orange-500);\n  --jp-warn-color2: var(--md-orange-300);\n  --jp-warn-color3: var(--md-orange-100);\n\n  --jp-error-color0: var(--md-red-700);\n  --jp-error-color1: var(--md-red-500);\n  --jp-error-color2: var(--md-red-300);\n  --jp-error-color3: var(--md-red-100);\n\n  --jp-success-color0: var(--md-green-700);\n  --jp-success-color1: var(--md-green-500);\n  --jp-success-color2: var(--md-green-300);\n  --jp-success-color3: var(--md-green-100);\n\n  --jp-info-color0: var(--md-cyan-700);\n  --jp-info-color1: var(--md-cyan-500);\n  --jp-info-color2: var(--md-cyan-300);\n  --jp-info-color3: var(--md-cyan-100);\n\n  /* Cell specific styles */\n\n  --jp-cell-padding: 5px;\n  --jp-cell-editor-background: #f7f7f7;\n  --jp-cell-editor-border-color: #cfcfcf;\n  --jp-cell-editor-background-edit: var(--jp-ui-layout-color1);\n  --jp-cell-editor-border-color-edit: var(--jp-brand-color1);\n  --jp-cell-prompt-width: 100px;\n  --jp-cell-prompt-font-family: 'Roboto Mono', monospace;\n  --jp-cell-prompt-letter-spacing: 0px;\n  --jp-cell-prompt-opacity: 1.0;\n  --jp-cell-prompt-opacity-not-active: 0.4;\n  --jp-cell-prompt-font-color-not-active: var(--md-grey-700);\n  /* A custom blend of MD grey and blue 600\n   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */\n  --jp-cell-inprompt-font-color: #307FC1;\n  /* A custom blend of MD grey and orange 600\n   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */\n  --jp-cell-outprompt-font-color: #BF5B3D;\n\n  /* Notebook specific styles */\n\n  --jp-notebook-padding: 10px;\n  --jp-notebook-scroll-padding: 100px;\n\n  /* Console specific styles */\n\n  --jp-console-background: var(--md-grey-100);\n\n  /* Toolbar specific styles */\n\n  --jp-toolbar-border-color: var(--md-grey-400);\n  --jp-toolbar-micro-height: 8px;\n  --jp-toolbar-background: var(--jp-layout-color0);\n  --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0,0,0,0.24);\n  --jp-toolbar-header-margin: 4px 4px 0px 4px;\n  --jp-toolbar-active-background: var(--md-grey-300);\n}\n","/**\n * The material design colors are adapted from google-material-color v1.2.6\n * https://github.com/danlevan/google-material-color\n * https://github.com/danlevan/google-material-color/blob/f67ca5f4028b2f1b34862f64b0ca67323f91b088/dist/palette.var.css\n *\n * The license for the material design color CSS variables is as follows (see\n * https://github.com/danlevan/google-material-color/blob/f67ca5f4028b2f1b34862f64b0ca67323f91b088/LICENSE)\n *\n * The MIT License (MIT)\n *\n * Copyright (c) 2014 Dan Le Van\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to deal\n * in the Software without restriction, including without limitation the rights\n * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n * copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\n * SOFTWARE.\n */\n:root {\n  --md-red-50: #FFEBEE;\n  --md-red-100: #FFCDD2;\n  --md-red-200: #EF9A9A;\n  --md-red-300: #E57373;\n  --md-red-400: #EF5350;\n  --md-red-500: #F44336;\n  --md-red-600: #E53935;\n  --md-red-700: #D32F2F;\n  --md-red-800: #C62828;\n  --md-red-900: #B71C1C;\n  --md-red-A100: #FF8A80;\n  --md-red-A200: #FF5252;\n  --md-red-A400: #FF1744;\n  --md-red-A700: #D50000;\n\n  --md-pink-50: #FCE4EC;\n  --md-pink-100: #F8BBD0;\n  --md-pink-200: #F48FB1;\n  --md-pink-300: #F06292;\n  --md-pink-400: #EC407A;\n  --md-pink-500: #E91E63;\n  --md-pink-600: #D81B60;\n  --md-pink-700: #C2185B;\n  --md-pink-800: #AD1457;\n  --md-pink-900: #880E4F;\n  --md-pink-A100: #FF80AB;\n  --md-pink-A200: #FF4081;\n  --md-pink-A400: #F50057;\n  --md-pink-A700: #C51162;\n\n  --md-purple-50: #F3E5F5;\n  --md-purple-100: #E1BEE7;\n  --md-purple-200: #CE93D8;\n  --md-purple-300: #BA68C8;\n  --md-purple-400: #AB47BC;\n  --md-purple-500: #9C27B0;\n  --md-purple-600: #8E24AA;\n  --md-purple-700: #7B1FA2;\n  --md-purple-800: #6A1B9A;\n  --md-purple-900: #4A148C;\n  --md-purple-A100: #EA80FC;\n  --md-purple-A200: #E040FB;\n  --md-purple-A400: #D500F9;\n  --md-purple-A700: #AA00FF;\n\n  --md-deep-purple-50: #EDE7F6;\n  --md-deep-purple-100: #D1C4E9;\n  --md-deep-purple-200: #B39DDB;\n  --md-deep-purple-300: #9575CD;\n  --md-deep-purple-400: #7E57C2;\n  --md-deep-purple-500: #673AB7;\n  --md-deep-purple-600: #5E35B1;\n  --md-deep-purple-700: #512DA8;\n  --md-deep-purple-800: #4527A0;\n  --md-deep-purple-900: #311B92;\n  --md-deep-purple-A100: #B388FF;\n  --md-deep-purple-A200: #7C4DFF;\n  --md-deep-purple-A400: #651FFF;\n  --md-deep-purple-A700: #6200EA;\n\n  --md-indigo-50: #E8EAF6;\n  --md-indigo-100: #C5CAE9;\n  --md-indigo-200: #9FA8DA;\n  --md-indigo-300: #7986CB;\n  --md-indigo-400: #5C6BC0;\n  --md-indigo-500: #3F51B5;\n  --md-indigo-600: #3949AB;\n  --md-indigo-700: #303F9F;\n  --md-indigo-800: #283593;\n  --md-indigo-900: #1A237E;\n  --md-indigo-A100: #8C9EFF;\n  --md-indigo-A200: #536DFE;\n  --md-indigo-A400: #3D5AFE;\n  --md-indigo-A700: #304FFE;\n\n  --md-blue-50: #E3F2FD;\n  --md-blue-100: #BBDEFB;\n  --md-blue-200: #90CAF9;\n  --md-blue-300: #64B5F6;\n  --md-blue-400: #42A5F5;\n  --md-blue-500: #2196F3;\n  --md-blue-600: #1E88E5;\n  --md-blue-700: #1976D2;\n  --md-blue-800: #1565C0;\n  --md-blue-900: #0D47A1;\n  --md-blue-A100: #82B1FF;\n  --md-blue-A200: #448AFF;\n  --md-blue-A400: #2979FF;\n  --md-blue-A700: #2962FF;\n\n  --md-light-blue-50: #E1F5FE;\n  --md-light-blue-100: #B3E5FC;\n  --md-light-blue-200: #81D4FA;\n  --md-light-blue-300: #4FC3F7;\n  --md-light-blue-400: #29B6F6;\n  --md-light-blue-500: #03A9F4;\n  --md-light-blue-600: #039BE5;\n  --md-light-blue-700: #0288D1;\n  --md-light-blue-800: #0277BD;\n  --md-light-blue-900: #01579B;\n  --md-light-blue-A100: #80D8FF;\n  --md-light-blue-A200: #40C4FF;\n  --md-light-blue-A400: #00B0FF;\n  --md-light-blue-A700: #0091EA;\n\n  --md-cyan-50: #E0F7FA;\n  --md-cyan-100: #B2EBF2;\n  --md-cyan-200: #80DEEA;\n  --md-cyan-300: #4DD0E1;\n  --md-cyan-400: #26C6DA;\n  --md-cyan-500: #00BCD4;\n  --md-cyan-600: #00ACC1;\n  --md-cyan-700: #0097A7;\n  --md-cyan-800: #00838F;\n  --md-cyan-900: #006064;\n  --md-cyan-A100: #84FFFF;\n  --md-cyan-A200: #18FFFF;\n  --md-cyan-A400: #00E5FF;\n  --md-cyan-A700: #00B8D4;\n\n  --md-teal-50: #E0F2F1;\n  --md-teal-100: #B2DFDB;\n  --md-teal-200: #80CBC4;\n  --md-teal-300: #4DB6AC;\n  --md-teal-400: #26A69A;\n  --md-teal-500: #009688;\n  --md-teal-600: #00897B;\n  --md-teal-700: #00796B;\n  --md-teal-800: #00695C;\n  --md-teal-900: #004D40;\n  --md-teal-A100: #A7FFEB;\n  --md-teal-A200: #64FFDA;\n  --md-teal-A400: #1DE9B6;\n  --md-teal-A700: #00BFA5;\n\n  --md-green-50: #E8F5E9;\n  --md-green-100: #C8E6C9;\n  --md-green-200: #A5D6A7;\n  --md-green-300: #81C784;\n  --md-green-400: #66BB6A;\n  --md-green-500: #4CAF50;\n  --md-green-600: #43A047;\n  --md-green-700: #388E3C;\n  --md-green-800: #2E7D32;\n  --md-green-900: #1B5E20;\n  --md-green-A100: #B9F6CA;\n  --md-green-A200: #69F0AE;\n  --md-green-A400: #00E676;\n  --md-green-A700: #00C853;\n\n  --md-light-green-50: #F1F8E9;\n  --md-light-green-100: #DCEDC8;\n  --md-light-green-200: #C5E1A5;\n  --md-light-green-300: #AED581;\n  --md-light-green-400: #9CCC65;\n  --md-light-green-500: #8BC34A;\n  --md-light-green-600: #7CB342;\n  --md-light-green-700: #689F38;\n  --md-light-green-800: #558B2F;\n  --md-light-green-900: #33691E;\n  --md-light-green-A100: #CCFF90;\n  --md-light-green-A200: #B2FF59;\n  --md-light-green-A400: #76FF03;\n  --md-light-green-A700: #64DD17;\n\n  --md-lime-50: #F9FBE7;\n  --md-lime-100: #F0F4C3;\n  --md-lime-200: #E6EE9C;\n  --md-lime-300: #DCE775;\n  --md-lime-400: #D4E157;\n  --md-lime-500: #CDDC39;\n  --md-lime-600: #C0CA33;\n  --md-lime-700: #AFB42B;\n  --md-lime-800: #9E9D24;\n  --md-lime-900: #827717;\n  --md-lime-A100: #F4FF81;\n  --md-lime-A200: #EEFF41;\n  --md-lime-A400: #C6FF00;\n  --md-lime-A700: #AEEA00;\n\n  --md-yellow-50: #FFFDE7;\n  --md-yellow-100: #FFF9C4;\n  --md-yellow-200: #FFF59D;\n  --md-yellow-300: #FFF176;\n  --md-yellow-400: #FFEE58;\n  --md-yellow-500: #FFEB3B;\n  --md-yellow-600: #FDD835;\n  --md-yellow-700: #FBC02D;\n  --md-yellow-800: #F9A825;\n  --md-yellow-900: #F57F17;\n  --md-yellow-A100: #FFFF8D;\n  --md-yellow-A200: #FFFF00;\n  --md-yellow-A400: #FFEA00;\n  --md-yellow-A700: #FFD600;\n\n  --md-amber-50: #FFF8E1;\n  --md-amber-100: #FFECB3;\n  --md-amber-200: #FFE082;\n  --md-amber-300: #FFD54F;\n  --md-amber-400: #FFCA28;\n  --md-amber-500: #FFC107;\n  --md-amber-600: #FFB300;\n  --md-amber-700: #FFA000;\n  --md-amber-800: #FF8F00;\n  --md-amber-900: #FF6F00;\n  --md-amber-A100: #FFE57F;\n  --md-amber-A200: #FFD740;\n  --md-amber-A400: #FFC400;\n  --md-amber-A700: #FFAB00;\n\n  --md-orange-50: #FFF3E0;\n  --md-orange-100: #FFE0B2;\n  --md-orange-200: #FFCC80;\n  --md-orange-300: #FFB74D;\n  --md-orange-400: #FFA726;\n  --md-orange-500: #FF9800;\n  --md-orange-600: #FB8C00;\n  --md-orange-700: #F57C00;\n  --md-orange-800: #EF6C00;\n  --md-orange-900: #E65100;\n  --md-orange-A100: #FFD180;\n  --md-orange-A200: #FFAB40;\n  --md-orange-A400: #FF9100;\n  --md-orange-A700: #FF6D00;\n\n  --md-deep-orange-50: #FBE9E7;\n  --md-deep-orange-100: #FFCCBC;\n  --md-deep-orange-200: #FFAB91;\n  --md-deep-orange-300: #FF8A65;\n  --md-deep-orange-400: #FF7043;\n  --md-deep-orange-500: #FF5722;\n  --md-deep-orange-600: #F4511E;\n  --md-deep-orange-700: #E64A19;\n  --md-deep-orange-800: #D84315;\n  --md-deep-orange-900: #BF360C;\n  --md-deep-orange-A100: #FF9E80;\n  --md-deep-orange-A200: #FF6E40;\n  --md-deep-orange-A400: #FF3D00;\n  --md-deep-orange-A700: #DD2C00;\n\n  --md-brown-50: #EFEBE9;\n  --md-brown-100: #D7CCC8;\n  --md-brown-200: #BCAAA4;\n  --md-brown-300: #A1887F;\n  --md-brown-400: #8D6E63;\n  --md-brown-500: #795548;\n  --md-brown-600: #6D4C41;\n  --md-brown-700: #5D4037;\n  --md-brown-800: #4E342E;\n  --md-brown-900: #3E2723;\n\n  --md-grey-50: #FAFAFA;\n  --md-grey-100: #F5F5F5;\n  --md-grey-200: #EEEEEE;\n  --md-grey-300: #E0E0E0;\n  --md-grey-400: #BDBDBD;\n  --md-grey-500: #9E9E9E;\n  --md-grey-600: #757575;\n  --md-grey-700: #616161;\n  --md-grey-800: #424242;\n  --md-grey-900: #212121;\n\n  --md-blue-grey-50: #ECEFF1;\n  --md-blue-grey-100: #CFD8DC;\n  --md-blue-grey-200: #B0BEC5;\n  --md-blue-grey-300: #90A4AE;\n  --md-blue-grey-400: #78909C;\n  --md-blue-grey-500: #607D8B;\n  --md-blue-grey-600: #546E7A;\n  --md-blue-grey-700: #455A64;\n  --md-blue-grey-800: #37474F;\n  --md-blue-grey-900: #263238;\n}","/* Copyright (c) Jupyter Development Team.\n * Distributed under the terms of the Modified BSD License.\n */\n\n/*\n * We assume that the CSS variables in\n * https://github.com/jupyterlab/jupyterlab/blob/master/src/default-theme/variables.css\n * have been defined.\n */\n\n@import \"./phosphor.css\";\n\n:root {\n    --jp-widgets-color: var(--jp-content-font-color1);\n    --jp-widgets-label-color: var(--jp-widgets-color);\n    --jp-widgets-readout-color: var(--jp-widgets-color);\n    --jp-widgets-font-size: var(--jp-ui-font-size1);\n    --jp-widgets-margin: 2px;\n    --jp-widgets-inline-height: 28px;\n    --jp-widgets-inline-width: 300px;\n    --jp-widgets-inline-width-short: calc(var(--jp-widgets-inline-width) / 2 - var(--jp-widgets-margin));\n    --jp-widgets-inline-width-tiny: calc(var(--jp-widgets-inline-width-short) / 2 - var(--jp-widgets-margin));\n    --jp-widgets-inline-margin: 4px; /* margin between inline elements */\n    --jp-widgets-inline-label-width: 80px;\n    --jp-widgets-border-width: var(--jp-border-width);\n    --jp-widgets-vertical-height: 200px;\n    --jp-widgets-horizontal-tab-height: 24px;\n    --jp-widgets-horizontal-tab-width: 144px;\n    --jp-widgets-horizontal-tab-top-border: 2px;\n    --jp-widgets-progress-thickness: 20px;\n    --jp-widgets-container-padding: 15px;\n    --jp-widgets-input-padding: 4px;\n    --jp-widgets-radio-item-height-adjustment: 8px;\n    --jp-widgets-radio-item-height: calc(var(--jp-widgets-inline-height) - var(--jp-widgets-radio-item-height-adjustment));\n    --jp-widgets-slider-track-thickness: 4px;\n    --jp-widgets-slider-border-width: var(--jp-widgets-border-width);\n    --jp-widgets-slider-handle-size: 16px;\n    --jp-widgets-slider-handle-border-color: var(--jp-border-color1);\n    --jp-widgets-slider-handle-background-color: var(--jp-layout-color1);\n    --jp-widgets-slider-active-handle-color: var(--jp-brand-color1);\n    --jp-widgets-menu-item-height: 24px;\n    --jp-widgets-dropdown-arrow: url(\"data:image/svg+xml;base64,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\");\n    --jp-widgets-input-color: var(--jp-ui-font-color1);\n    --jp-widgets-input-background-color: var(--jp-layout-color1);\n    --jp-widgets-input-border-color: var(--jp-border-color1);\n    --jp-widgets-input-focus-border-color: var(--jp-brand-color2);\n    --jp-widgets-input-border-width: var(--jp-widgets-border-width);\n    --jp-widgets-disabled-opacity: 0.6;\n\n    /* From Material Design Lite */\n    --md-shadow-key-umbra-opacity: 0.2;\n    --md-shadow-key-penumbra-opacity: 0.14;\n    --md-shadow-ambient-shadow-opacity: 0.12;\n}\n\n.jupyter-widgets {\n    margin: var(--jp-widgets-margin);\n    box-sizing: border-box;\n    color: var(--jp-widgets-color);\n    overflow: visible;\n}\n\n.jupyter-widgets.jupyter-widgets-disconnected::before {\n    line-height: var(--jp-widgets-inline-height);\n    height: var(--jp-widgets-inline-height);\n}\n\n.jp-Output-result > .jupyter-widgets {\n    margin-left: 0;\n    margin-right: 0;\n}\n\n/* vbox and hbox */\n\n.widget-inline-hbox {\n    /* Horizontal widgets */\n    box-sizing: border-box;\n    display: flex;\n    flex-direction: row;\n    align-items: baseline;\n}\n\n.widget-inline-vbox {\n    /* Vertical Widgets */\n    box-sizing: border-box;\n    display: flex;\n    flex-direction: column;\n    align-items: center;\n}\n\n.widget-box {\n    box-sizing: border-box;\n    display: flex;\n    margin: 0;\n    overflow: auto;\n}\n\n.widget-gridbox {\n    box-sizing: border-box;\n    display: grid;\n    margin: 0;\n    overflow: auto;\n}\n\n.widget-hbox {\n    flex-direction: row;\n}\n\n.widget-vbox {\n    flex-direction: column;\n}\n\n/* General Button Styling */\n\n.jupyter-button {\n    padding-left: 10px;\n    padding-right: 10px;\n    padding-top: 0px;\n    padding-bottom: 0px;\n    display: inline-block;\n    white-space: nowrap;\n    overflow: hidden;\n    text-overflow: ellipsis;\n    text-align: center;\n    font-size: var(--jp-widgets-font-size);\n    cursor: pointer;\n\n    height: var(--jp-widgets-inline-height);\n    border: 0px solid;\n    line-height: var(--jp-widgets-inline-height);\n    box-shadow: none;\n\n    color: var(--jp-ui-font-color1);\n    background-color: var(--jp-layout-color2);\n    border-color: var(--jp-border-color2);\n    border: none;\n}\n\n.jupyter-button i.fa {\n    margin-right: var(--jp-widgets-inline-margin);\n    pointer-events: none;\n}\n\n.jupyter-button:empty:before {\n    content: \"\\200b\"; /* zero-width space */\n}\n\n.jupyter-widgets.jupyter-button:disabled {\n    opacity: var(--jp-widgets-disabled-opacity);\n}\n\n.jupyter-button i.fa.center {\n    margin-right: 0;\n}\n\n.jupyter-button:hover:enabled, .jupyter-button:focus:enabled {\n    /* MD Lite 2dp shadow */\n    box-shadow: 0 2px 2px 0 rgba(0, 0, 0, var(--md-shadow-key-penumbra-opacity)),\n                0 3px 1px -2px rgba(0, 0, 0, var(--md-shadow-key-umbra-opacity)),\n                0 1px 5px 0 rgba(0, 0, 0, var(--md-shadow-ambient-shadow-opacity));\n}\n\n.jupyter-button:active, .jupyter-button.mod-active {\n    /* MD Lite 4dp shadow */\n    box-shadow: 0 4px 5px 0 rgba(0, 0, 0, var(--md-shadow-key-penumbra-opacity)),\n                0 1px 10px 0 rgba(0, 0, 0, var(--md-shadow-ambient-shadow-opacity)),\n                0 2px 4px -1px rgba(0, 0, 0, var(--md-shadow-key-umbra-opacity));\n    color: var(--jp-ui-font-color1);\n    background-color: var(--jp-layout-color3);\n}\n\n.jupyter-button:focus:enabled {\n    outline: 1px solid var(--jp-widgets-input-focus-border-color);\n}\n\n/* Button \"Primary\" Styling */\n\n.jupyter-button.mod-primary {\n    color: var(--jp-inverse-ui-font-color1);\n    background-color: var(--jp-brand-color1);\n}\n\n.jupyter-button.mod-primary.mod-active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-brand-color0);\n}\n\n.jupyter-button.mod-primary:active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-brand-color0);\n}\n\n/* Button \"Success\" Styling */\n\n.jupyter-button.mod-success {\n    color: var(--jp-inverse-ui-font-color1);\n    background-color: var(--jp-success-color1);\n}\n\n.jupyter-button.mod-success.mod-active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-success-color0);\n }\n\n.jupyter-button.mod-success:active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-success-color0);\n }\n\n /* Button \"Info\" Styling */\n\n.jupyter-button.mod-info {\n    color: var(--jp-inverse-ui-font-color1);\n    background-color: var(--jp-info-color1);\n}\n\n.jupyter-button.mod-info.mod-active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-info-color0);\n}\n\n.jupyter-button.mod-info:active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-info-color0);\n}\n\n/* Button \"Warning\" Styling */\n\n.jupyter-button.mod-warning {\n    color: var(--jp-inverse-ui-font-color1);\n    background-color: var(--jp-warn-color1);\n}\n\n.jupyter-button.mod-warning.mod-active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-warn-color0);\n}\n\n.jupyter-button.mod-warning:active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-warn-color0);\n}\n\n/* Button \"Danger\" Styling */\n\n.jupyter-button.mod-danger {\n    color: var(--jp-inverse-ui-font-color1);\n    background-color: var(--jp-error-color1);\n}\n\n.jupyter-button.mod-danger.mod-active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-error-color0);\n}\n\n.jupyter-button.mod-danger:active {\n    color: var(--jp-inverse-ui-font-color0);\n    background-color: var(--jp-error-color0);\n}\n\n/* Widget Button*/\n\n.widget-button, .widget-toggle-button {\n    width: var(--jp-widgets-inline-width-short);\n}\n\n/* Widget Label Styling */\n\n/* Override Bootstrap label css */\n.jupyter-widgets label {\n    margin-bottom: initial;\n}\n\n.widget-label-basic {\n    /* Basic Label */\n    color: var(--jp-widgets-label-color);\n    font-size: var(--jp-widgets-font-size);\n    overflow: hidden;\n    text-overflow: ellipsis;\n    white-space: nowrap;\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-label {\n    /* Label */\n    color: var(--jp-widgets-label-color);\n    font-size: var(--jp-widgets-font-size);\n    overflow: hidden;\n    text-overflow: ellipsis;\n    white-space: nowrap;\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-inline-hbox .widget-label {\n    /* Horizontal Widget Label */\n    color: var(--jp-widgets-label-color);\n    text-align: right;\n    margin-right: calc( var(--jp-widgets-inline-margin) * 2 );\n    width: var(--jp-widgets-inline-label-width);\n    flex-shrink: 0;\n}\n\n.widget-inline-vbox .widget-label {\n    /* Vertical Widget Label */\n    color: var(--jp-widgets-label-color);\n    text-align: center;\n    line-height: var(--jp-widgets-inline-height);\n}\n\n/* Widget Readout Styling */\n\n.widget-readout {\n    color: var(--jp-widgets-readout-color);\n    font-size: var(--jp-widgets-font-size);\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n    overflow: hidden;\n    white-space: nowrap;\n    text-align: center;\n}\n\n.widget-readout.overflow {\n    /* Overflowing Readout */\n\n    /* From Material Design Lite\n        shadow-key-umbra-opacity: 0.2;\n        shadow-key-penumbra-opacity: 0.14;\n        shadow-ambient-shadow-opacity: 0.12;\n     */\n    -webkit-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, 0.2),\n                        0 3px 1px -2px rgba(0, 0, 0, 0.14),\n                        0 1px 5px 0 rgba(0, 0, 0, 0.12);\n\n    -moz-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, 0.2),\n                     0 3px 1px -2px rgba(0, 0, 0, 0.14),\n                     0 1px 5px 0 rgba(0, 0, 0, 0.12);\n\n    box-shadow: 0 2px 2px 0 rgba(0, 0, 0, 0.2),\n                0 3px 1px -2px rgba(0, 0, 0, 0.14),\n                0 1px 5px 0 rgba(0, 0, 0, 0.12);\n}\n\n.widget-inline-hbox .widget-readout {\n    /* Horizontal Readout */\n    text-align: center;\n    max-width: var(--jp-widgets-inline-width-short);\n    min-width: var(--jp-widgets-inline-width-tiny);\n    margin-left: var(--jp-widgets-inline-margin);\n}\n\n.widget-inline-vbox .widget-readout {\n    /* Vertical Readout */\n    margin-top: var(--jp-widgets-inline-margin);\n    /* as wide as the widget */\n    width: inherit;\n}\n\n/* Widget Checkbox Styling */\n\n.widget-checkbox {\n    width: var(--jp-widgets-inline-width);\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-checkbox input[type=\"checkbox\"] {\n    margin: 0px calc( var(--jp-widgets-inline-margin) * 2 ) 0px 0px;\n    line-height: var(--jp-widgets-inline-height);\n    font-size: large;\n    flex-grow: 1;\n    flex-shrink: 0;\n    align-self: center;\n}\n\n/* Widget Valid Styling */\n\n.widget-valid {\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n    width: var(--jp-widgets-inline-width-short);\n    font-size: var(--jp-widgets-font-size);\n}\n\n.widget-valid i:before {\n    line-height: var(--jp-widgets-inline-height);\n    margin-right: var(--jp-widgets-inline-margin);\n    margin-left: var(--jp-widgets-inline-margin);\n\n    /* from the fa class in FontAwesome: https://github.com/FortAwesome/Font-Awesome/blob/49100c7c3a7b58d50baa71efef11af41a66b03d3/css/font-awesome.css#L14 */\n    display: inline-block;\n    font: normal normal normal 14px/1 FontAwesome;\n    font-size: inherit;\n    text-rendering: auto;\n    -webkit-font-smoothing: antialiased;\n    -moz-osx-font-smoothing: grayscale;\n}\n\n.widget-valid.mod-valid i:before {\n    content: \"\\f00c\";\n    color: green;\n}\n\n.widget-valid.mod-invalid i:before {\n    content: \"\\f00d\";\n    color: red;\n}\n\n.widget-valid.mod-valid .widget-valid-readout {\n    display: none;\n}\n\n/* Widget Text and TextArea Stying */\n\n.widget-textarea, .widget-text {\n    width: var(--jp-widgets-inline-width);\n}\n\n.widget-text input[type=\"text\"], .widget-text input[type=\"number\"]{\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-text input[type=\"text\"]:disabled, .widget-text input[type=\"number\"]:disabled, .widget-textarea textarea:disabled {\n    opacity: var(--jp-widgets-disabled-opacity);\n}\n\n.widget-text input[type=\"text\"], .widget-text input[type=\"number\"], .widget-textarea textarea {\n    box-sizing: border-box;\n    border: var(--jp-widgets-input-border-width) solid var(--jp-widgets-input-border-color);\n    background-color: var(--jp-widgets-input-background-color);\n    color: var(--jp-widgets-input-color);\n    font-size: var(--jp-widgets-font-size);\n    padding: var(--jp-widgets-input-padding) calc( var(--jp-widgets-input-padding) *  2 );\n    flex-grow: 1;\n    min-width: 0; /* This makes it possible for the flexbox to shrink this input */\n    flex-shrink: 1;\n    outline: none !important;\n}\n\n.widget-textarea textarea {\n    height: inherit;\n    width: inherit;\n}\n\n.widget-text input:focus, .widget-textarea textarea:focus {\n    border-color: var(--jp-widgets-input-focus-border-color);\n}\n\n/* Widget Slider */\n\n.widget-slider .ui-slider {\n    /* Slider Track */\n    border: var(--jp-widgets-slider-border-width) solid var(--jp-layout-color3);\n    background: var(--jp-layout-color3);\n    box-sizing: border-box;\n    position: relative;\n    border-radius: 0px;\n}\n\n.widget-slider .ui-slider .ui-slider-handle {\n    /* Slider Handle */\n    outline: none !important; /* focused slider handles are colored - see below */\n    position: absolute;\n    background-color: var(--jp-widgets-slider-handle-background-color);\n    border: var(--jp-widgets-slider-border-width) solid var(--jp-widgets-slider-handle-border-color);\n    box-sizing: border-box;\n    z-index: 1;\n    background-image: none; /* Override jquery-ui */\n}\n\n/* Override jquery-ui */\n.widget-slider .ui-slider .ui-slider-handle:hover, .widget-slider .ui-slider .ui-slider-handle:focus {\n    background-color: var(--jp-widgets-slider-active-handle-color);\n    border: var(--jp-widgets-slider-border-width) solid var(--jp-widgets-slider-active-handle-color);\n}\n\n.widget-slider .ui-slider .ui-slider-handle:active {\n    background-color: var(--jp-widgets-slider-active-handle-color);\n    border-color: var(--jp-widgets-slider-active-handle-color);\n    z-index: 2;\n    transform: scale(1.2);\n}\n\n.widget-slider  .ui-slider .ui-slider-range {\n    /* Interval between the two specified value of a double slider */\n    position: absolute;\n    background: var(--jp-widgets-slider-active-handle-color);\n    z-index: 0;\n}\n\n/* Shapes of Slider Handles */\n\n.widget-hslider .ui-slider .ui-slider-handle {\n    width: var(--jp-widgets-slider-handle-size);\n    height: var(--jp-widgets-slider-handle-size);\n    margin-top: calc((var(--jp-widgets-slider-track-thickness) - var(--jp-widgets-slider-handle-size)) / 2 - var(--jp-widgets-slider-border-width));\n    margin-left: calc(var(--jp-widgets-slider-handle-size) / -2 + var(--jp-widgets-slider-border-width));\n    border-radius: 50%;\n    top: 0;\n}\n\n.widget-vslider .ui-slider .ui-slider-handle {\n    width: var(--jp-widgets-slider-handle-size);\n    height: var(--jp-widgets-slider-handle-size);\n    margin-bottom: calc(var(--jp-widgets-slider-handle-size) / -2 + var(--jp-widgets-slider-border-width));\n    margin-left: calc((var(--jp-widgets-slider-track-thickness) - var(--jp-widgets-slider-handle-size)) / 2 - var(--jp-widgets-slider-border-width));\n    border-radius: 50%;\n    left: 0;\n}\n\n.widget-hslider .ui-slider .ui-slider-range {\n    height: calc( var(--jp-widgets-slider-track-thickness) * 2 );\n    margin-top: calc((var(--jp-widgets-slider-track-thickness) - var(--jp-widgets-slider-track-thickness) * 2 ) / 2 - var(--jp-widgets-slider-border-width));\n}\n\n.widget-vslider .ui-slider .ui-slider-range {\n    width: calc( var(--jp-widgets-slider-track-thickness) * 2 );\n    margin-left: calc((var(--jp-widgets-slider-track-thickness) - var(--jp-widgets-slider-track-thickness) * 2 ) / 2 - var(--jp-widgets-slider-border-width));\n}\n\n/* Horizontal Slider */\n\n.widget-hslider {\n    width: var(--jp-widgets-inline-width);\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n\n    /* Override the align-items baseline. This way, the description and readout\n    still seem to align their baseline properly, and we don't have to have\n    align-self: stretch in the .slider-container. */\n    align-items: center;\n}\n\n.widgets-slider .slider-container {\n    overflow: visible;\n}\n\n.widget-hslider .slider-container {\n    height: var(--jp-widgets-inline-height);\n    margin-left: calc(var(--jp-widgets-slider-handle-size) / 2 - 2 * var(--jp-widgets-slider-border-width));\n    margin-right: calc(var(--jp-widgets-slider-handle-size) / 2 - 2 * var(--jp-widgets-slider-border-width));\n    flex: 1 1 var(--jp-widgets-inline-width-short);\n}\n\n.widget-hslider .ui-slider {\n    /* Inner, invisible slide div */\n    height: var(--jp-widgets-slider-track-thickness);\n    margin-top: calc((var(--jp-widgets-inline-height) - var(--jp-widgets-slider-track-thickness)) / 2);\n    width: 100%;\n}\n\n/* Vertical Slider */\n\n.widget-vbox .widget-label {\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-vslider {\n    /* Vertical Slider */\n    height: var(--jp-widgets-vertical-height);\n    width: var(--jp-widgets-inline-width-tiny);\n}\n\n.widget-vslider .slider-container {\n    flex: 1 1 var(--jp-widgets-inline-width-short);\n    margin-left: auto;\n    margin-right: auto;\n    margin-bottom: calc(var(--jp-widgets-slider-handle-size) / 2 - 2 * var(--jp-widgets-slider-border-width));\n    margin-top: calc(var(--jp-widgets-slider-handle-size) / 2 - 2 * var(--jp-widgets-slider-border-width));\n    display: flex;\n    flex-direction: column;\n}\n\n.widget-vslider .ui-slider-vertical {\n    /* Inner, invisible slide div */\n    width: var(--jp-widgets-slider-track-thickness);\n    flex-grow: 1;\n    margin-left: auto;\n    margin-right: auto;\n}\n\n/* Widget Progress Styling */\n\n.progress-bar {\n    -webkit-transition: none;\n    -moz-transition: none;\n    -ms-transition: none;\n    -o-transition: none;\n    transition: none;\n}\n\n.progress-bar {\n    height: var(--jp-widgets-inline-height);\n}\n\n.progress-bar {\n    background-color: var(--jp-brand-color1);\n}\n\n.progress-bar-success {\n    background-color: var(--jp-success-color1);\n}\n\n.progress-bar-info {\n    background-color: var(--jp-info-color1);\n}\n\n.progress-bar-warning {\n    background-color: var(--jp-warn-color1);\n}\n\n.progress-bar-danger {\n    background-color: var(--jp-error-color1);\n}\n\n.progress {\n    background-color: var(--jp-layout-color2);\n    border: none;\n    box-shadow: none;\n}\n\n/* Horisontal Progress */\n\n.widget-hprogress {\n    /* Progress Bar */\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n    width: var(--jp-widgets-inline-width);\n    align-items: center;\n\n}\n\n.widget-hprogress .progress {\n    flex-grow: 1;\n    margin-top: var(--jp-widgets-input-padding);\n    margin-bottom: var(--jp-widgets-input-padding);\n    align-self: stretch;\n    /* Override bootstrap style */\n    height: initial;\n}\n\n/* Vertical Progress */\n\n.widget-vprogress {\n    height: var(--jp-widgets-vertical-height);\n    width: var(--jp-widgets-inline-width-tiny);\n}\n\n.widget-vprogress .progress {\n    flex-grow: 1;\n    width: var(--jp-widgets-progress-thickness);\n    margin-left: auto;\n    margin-right: auto;\n    margin-bottom: 0;\n}\n\n/* Select Widget Styling */\n\n.widget-dropdown {\n    height: var(--jp-widgets-inline-height);\n    width: var(--jp-widgets-inline-width);\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-dropdown > select {\n    padding-right: 20px;\n    border: var(--jp-widgets-input-border-width) solid var(--jp-widgets-input-border-color);\n    border-radius: 0;\n    height: inherit;\n    flex: 1 1 var(--jp-widgets-inline-width-short);\n    min-width: 0; /* This makes it possible for the flexbox to shrink this input */\n    box-sizing: border-box;\n    outline: none !important;\n    box-shadow: none;\n    background-color: var(--jp-widgets-input-background-color);\n    color: var(--jp-widgets-input-color);\n    font-size: var(--jp-widgets-font-size);\n    vertical-align: top;\n    padding-left: calc( var(--jp-widgets-input-padding) * 2);\n\tappearance: none;\n\t-webkit-appearance: none;\n\t-moz-appearance: none;\n    background-repeat: no-repeat;\n\tbackground-size: 20px;\n\tbackground-position: right center;\n    background-image: var(--jp-widgets-dropdown-arrow);\n}\n.widget-dropdown > select:focus {\n    border-color: var(--jp-widgets-input-focus-border-color);\n}\n\n.widget-dropdown > select:disabled {\n    opacity: var(--jp-widgets-disabled-opacity);\n}\n\n/* To disable the dotted border in Firefox around select controls.\n   See http://stackoverflow.com/a/18853002 */\n.widget-dropdown > select:-moz-focusring {\n    color: transparent;\n    text-shadow: 0 0 0 #000;\n}\n\n/* Select and SelectMultiple */\n\n.widget-select {\n    width: var(--jp-widgets-inline-width);\n    line-height: var(--jp-widgets-inline-height);\n\n    /* Because Firefox defines the baseline of a select as the bottom of the\n    control, we align the entire control to the top and add padding to the\n    select to get an approximate first line baseline alignment. */\n    align-items: flex-start;\n}\n\n.widget-select > select {\n    border: var(--jp-widgets-input-border-width) solid var(--jp-widgets-input-border-color);\n    background-color: var(--jp-widgets-input-background-color);\n    color: var(--jp-widgets-input-color);\n    font-size: var(--jp-widgets-font-size);\n    flex: 1 1 var(--jp-widgets-inline-width-short);\n    outline: none !important;\n    overflow: auto;\n    height: inherit;\n\n    /* Because Firefox defines the baseline of a select as the bottom of the\n    control, we align the entire control to the top and add padding to the\n    select to get an approximate first line baseline alignment. */\n    padding-top: 5px;\n}\n\n.widget-select > select:focus {\n    border-color: var(--jp-widgets-input-focus-border-color);\n}\n\n.wiget-select > select > option {\n    padding-left: var(--jp-widgets-input-padding);\n    line-height: var(--jp-widgets-inline-height);\n    /* line-height doesn't work on some browsers for select options */\n    padding-top: calc(var(--jp-widgets-inline-height)-var(--jp-widgets-font-size)/2);\n    padding-bottom: calc(var(--jp-widgets-inline-height)-var(--jp-widgets-font-size)/2);\n}\n\n\n\n/* Toggle Buttons Styling */\n\n.widget-toggle-buttons {\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-toggle-buttons .widget-toggle-button {\n    margin-left: var(--jp-widgets-margin);\n    margin-right: var(--jp-widgets-margin);\n}\n\n.widget-toggle-buttons .jupyter-button:disabled {\n    opacity: var(--jp-widgets-disabled-opacity);\n}\n\n/* Radio Buttons Styling */\n\n.widget-radio {\n    width: var(--jp-widgets-inline-width);\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-radio-box {\n    display: flex;\n    flex-direction: column;\n    align-items: stretch;\n    box-sizing: border-box;\n    flex-grow: 1;\n    margin-bottom: var(--jp-widgets-radio-item-height-adjustment);\n}\n\n.widget-radio-box label {\n    height: var(--jp-widgets-radio-item-height);\n    line-height: var(--jp-widgets-radio-item-height);\n    font-size: var(--jp-widgets-font-size);\n}\n\n.widget-radio-box input {\n    height: var(--jp-widgets-radio-item-height);\n    line-height: var(--jp-widgets-radio-item-height);\n    margin: 0 calc( var(--jp-widgets-input-padding) * 2 ) 0 1px;\n    float: left;\n}\n\n/* Color Picker Styling */\n\n.widget-colorpicker {\n    width: var(--jp-widgets-inline-width);\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-colorpicker > .widget-colorpicker-input {\n    flex-grow: 1;\n    flex-shrink: 1;\n    min-width: var(--jp-widgets-inline-width-tiny);\n}\n\n.widget-colorpicker input[type=\"color\"] {\n    width: var(--jp-widgets-inline-height);\n    height: var(--jp-widgets-inline-height);\n    padding: 0 2px; /* make the color square actually square on Chrome on OS X */\n    background: var(--jp-widgets-input-background-color);\n    color: var(--jp-widgets-input-color);\n    border: var(--jp-widgets-input-border-width) solid var(--jp-widgets-input-border-color);\n    border-left: none;\n    flex-grow: 0;\n    flex-shrink: 0;\n    box-sizing: border-box;\n    align-self: stretch;\n    outline: none !important;\n}\n\n.widget-colorpicker.concise input[type=\"color\"] {\n    border-left: var(--jp-widgets-input-border-width) solid var(--jp-widgets-input-border-color);\n}\n\n.widget-colorpicker input[type=\"color\"]:focus, .widget-colorpicker input[type=\"text\"]:focus {\n    border-color: var(--jp-widgets-input-focus-border-color);\n}\n\n.widget-colorpicker input[type=\"text\"] {\n    flex-grow: 1;\n    outline: none !important;\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n    background: var(--jp-widgets-input-background-color);\n    color: var(--jp-widgets-input-color);\n    border: var(--jp-widgets-input-border-width) solid var(--jp-widgets-input-border-color);\n    font-size: var(--jp-widgets-font-size);\n    padding: var(--jp-widgets-input-padding) calc( var(--jp-widgets-input-padding) *  2 );\n    min-width: 0; /* This makes it possible for the flexbox to shrink this input */\n    flex-shrink: 1;\n    box-sizing: border-box;\n}\n\n.widget-colorpicker input[type=\"text\"]:disabled {\n    opacity: var(--jp-widgets-disabled-opacity);\n}\n\n/* Date Picker Styling */\n\n.widget-datepicker {\n    width: var(--jp-widgets-inline-width);\n    height: var(--jp-widgets-inline-height);\n    line-height: var(--jp-widgets-inline-height);\n}\n\n.widget-datepicker input[type=\"date\"] {\n    flex-grow: 1;\n    flex-shrink: 1;\n    min-width: 0; /* This makes it possible for the flexbox to shrink this input */\n    outline: none !important;\n    height: var(--jp-widgets-inline-height);\n    border: var(--jp-widgets-input-border-width) solid var(--jp-widgets-input-border-color);\n    background-color: var(--jp-widgets-input-background-color);\n    color: var(--jp-widgets-input-color);\n    font-size: var(--jp-widgets-font-size);\n    padding: var(--jp-widgets-input-padding) calc( var(--jp-widgets-input-padding) *  2 );\n    box-sizing: border-box;\n}\n\n.widget-datepicker input[type=\"date\"]:focus {\n    border-color: var(--jp-widgets-input-focus-border-color);\n}\n\n.widget-datepicker input[type=\"date\"]:invalid {\n    border-color: var(--jp-warn-color1);\n}\n\n.widget-datepicker input[type=\"date\"]:disabled {\n    opacity: var(--jp-widgets-disabled-opacity);\n}\n\n/* Play Widget */\n\n.widget-play {\n    width: var(--jp-widgets-inline-width-short);\n    display: flex;\n    align-items: stretch;\n}\n\n.widget-play .jupyter-button {\n    flex-grow: 1;\n    height: auto;\n}\n\n.widget-play .jupyter-button:disabled {\n    opacity: var(--jp-widgets-disabled-opacity);\n}\n\n/* Tab Widget */\n\n.jupyter-widgets.widget-tab {\n    display: flex;\n    flex-direction: column;\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar {\n    /* Necessary so that a tab can be shifted down to overlay the border of the box below. */\n    overflow-x: visible;\n    overflow-y: visible;\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar > .p-TabBar-content {\n    /* Make sure that the tab grows from bottom up */\n    align-items: flex-end;\n    min-width: 0;\n    min-height: 0;\n}\n\n.jupyter-widgets.widget-tab > .widget-tab-contents {\n    width: 100%;\n    box-sizing: border-box;\n    margin: 0;\n    background: var(--jp-layout-color1);\n    color: var(--jp-ui-font-color1);\n    border: var(--jp-border-width) solid var(--jp-border-color1);\n    padding: var(--jp-widgets-container-padding);\n    flex-grow: 1;\n    overflow: auto;\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar {\n    font: var(--jp-widgets-font-size) Helvetica, Arial, sans-serif;\n    min-height: calc(var(--jp-widgets-horizontal-tab-height) + var(--jp-border-width));\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab {\n    flex: 0 1 var(--jp-widgets-horizontal-tab-width);\n    min-width: 35px;\n    min-height: calc(var(--jp-widgets-horizontal-tab-height) + var(--jp-border-width));\n    line-height: var(--jp-widgets-horizontal-tab-height);\n    margin-left: calc(-1 * var(--jp-border-width));\n    padding: 0px 10px;\n    background: var(--jp-layout-color2);\n    color: var(--jp-ui-font-color2);\n    border: var(--jp-border-width) solid var(--jp-border-color1);\n    border-bottom: none;\n    position: relative;\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-current {\n    color: var(--jp-ui-font-color0);\n    /* We want the background to match the tab content background */\n    background: var(--jp-layout-color1);\n    min-height: calc(var(--jp-widgets-horizontal-tab-height) + 2 * var(--jp-border-width));\n    transform: translateY(var(--jp-border-width));\n    overflow: visible;\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-current:before {\n    position: absolute;\n    top: calc(-1 * var(--jp-border-width));\n    left: calc(-1 * var(--jp-border-width));\n    content: '';\n    height: var(--jp-widgets-horizontal-tab-top-border);\n    width: calc(100% + 2 * var(--jp-border-width));\n    background: var(--jp-brand-color1);\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab:first-child {\n    margin-left: 0;\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab:hover:not(.p-mod-current) {\n    background: var(--jp-layout-color1);\n    color: var(--jp-ui-font-color1);\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-mod-closable > .p-TabBar-tabCloseIcon {\n    margin-left: 4px;\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-mod-closable > .p-TabBar-tabCloseIcon:before {\n    font-family: FontAwesome;\n    content: '\\f00d'; /* close */\n}\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabIcon,\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabLabel,\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabCloseIcon {\n    line-height: var(--jp-widgets-horizontal-tab-height);\n}\n\n/* Accordion Widget */\n\n.p-Collapse {\n    display: flex;\n    flex-direction: column;\n    align-items: stretch;\n}\n\n.p-Collapse-header {\n    padding: var(--jp-widgets-input-padding);\n    cursor: pointer;\n    color: var(--jp-ui-font-color2);\n    background-color: var(--jp-layout-color2);\n    border: var(--jp-widgets-border-width) solid var(--jp-border-color1);\n    padding: calc(var(--jp-widgets-container-padding) * 2 / 3) var(--jp-widgets-container-padding);\n    font-weight: bold;\n}\n\n.p-Collapse-header:hover {\n    background-color: var(--jp-layout-color1);\n    color: var(--jp-ui-font-color1);\n}\n\n.p-Collapse-open > .p-Collapse-header {\n    background-color: var(--jp-layout-color1);\n    color: var(--jp-ui-font-color0);\n    cursor: default;\n    border-bottom: none;\n}\n\n.p-Collapse .p-Collapse-header::before {\n    content: '\\f0da\\00A0';  /* caret-right, non-breaking space */\n    display: inline-block;\n    font: normal normal normal 14px/1 FontAwesome;\n    font-size: inherit;\n    text-rendering: auto;\n    -webkit-font-smoothing: antialiased;\n    -moz-osx-font-smoothing: grayscale;\n}\n\n.p-Collapse-open > .p-Collapse-header::before {\n    content: '\\f0d7\\00A0'; /* caret-down, non-breaking space */\n}\n\n.p-Collapse-contents {\n    padding: var(--jp-widgets-container-padding);\n    background-color: var(--jp-layout-color1);\n    color: var(--jp-ui-font-color1);\n    border-left: var(--jp-widgets-border-width) solid var(--jp-border-color1);\n    border-right: var(--jp-widgets-border-width) solid var(--jp-border-color1);\n    border-bottom: var(--jp-widgets-border-width) solid var(--jp-border-color1);\n    overflow: auto;\n}\n\n.p-Accordion {\n    display: flex;\n    flex-direction: column;\n    align-items: stretch;\n}\n\n.p-Accordion .p-Collapse {\n    margin-bottom: 0;\n}\n\n.p-Accordion .p-Collapse + .p-Collapse {\n    margin-top: 4px;\n}\n\n\n\n/* HTML widget */\n\n.widget-html, .widget-htmlmath {\n    font-size: var(--jp-widgets-font-size);\n}\n\n.widget-html > .widget-html-content, .widget-htmlmath > .widget-html-content {\n    /* Fill out the area in the HTML widget */\n    align-self: stretch;\n    flex-grow: 1;\n    flex-shrink: 1;\n    /* Makes sure the baseline is still aligned with other elements */\n    line-height: var(--jp-widgets-inline-height);\n    /* Make it possible to have absolutely-positioned elements in the html */\n    position: relative;\n}\n","/* This file has code derived from PhosphorJS CSS files, as noted below. The license for this PhosphorJS code is:\n\nCopyright (c) 2014-2017, PhosphorJS Contributors\nAll rights reserved.\n\nRedistribution and use in source and binary forms, with or without\nmodification, are permitted provided that the following conditions are met:\n\n* Redistributions of source code must retain the above copyright notice, this\n  list of conditions and the following disclaimer.\n\n* Redistributions in binary form must reproduce the above copyright notice,\n  this list of conditions and the following disclaimer in the documentation\n  and/or other materials provided with the distribution.\n\n* Neither the name of the copyright holder nor the names of its\n  contributors may be used to endorse or promote products derived from\n  this software without specific prior written permission.\n\nTHIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\nAND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\nIMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE\nDISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE\nFOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL\nDAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR\nSERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER\nCAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,\nOR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE\nOF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n\n*/\n\n/*\n * The following section is derived from https://github.com/phosphorjs/phosphor/blob/23b9d075ebc5b73ab148b6ebfc20af97f85714c4/packages/widgets/style/tabbar.css \n * We've scoped the rules so that they are consistent with exactly our code.\n */\n\n.jupyter-widgets.widget-tab > .p-TabBar {\n  display: flex;\n  -webkit-user-select: none;\n  -moz-user-select: none;\n  -ms-user-select: none;\n  user-select: none;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar[data-orientation='horizontal'] {\n  flex-direction: row;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar[data-orientation='vertical'] {\n  flex-direction: column;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar > .p-TabBar-content {\n  margin: 0;\n  padding: 0;\n  display: flex;\n  flex: 1 1 auto;\n  list-style-type: none;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar[data-orientation='horizontal'] > .p-TabBar-content {\n  flex-direction: row;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar[data-orientation='vertical'] > .p-TabBar-content {\n  flex-direction: column;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab {\n  display: flex;\n  flex-direction: row;\n  box-sizing: border-box;\n  overflow: hidden;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabIcon,\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabCloseIcon {\n  flex: 0 0 auto;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabLabel {\n  flex: 1 1 auto;\n  overflow: hidden;\n  white-space: nowrap;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-hidden {\n  display: none !important;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging .p-TabBar-tab {\n  position: relative;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging[data-orientation='horizontal'] .p-TabBar-tab {\n  left: 0;\n  transition: left 150ms ease;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging[data-orientation='vertical'] .p-TabBar-tab {\n  top: 0;\n  transition: top 150ms ease;\n}\n\n\n.jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging .p-TabBar-tab.p-mod-dragging {\n  transition: none;\n}\n\n/* End tabbar.css */\n"]} */",
       "ok": true,
       "headers": [
        [
         "content-type",
         "text/css"
        ]
       ],
       "status": 200,
       "status_text": ""
      }
     },
     "base_uri": "https://localhost:8080/",
     "height": 357
    },
    "outputId": "bea34f1f-0960-4e3e-973b-9d2e0e23da6a",
    "pycharm": {
     "is_executing": false
    }
   },
   "source": [
    "transforms = Compose([\n",
    "    RandomRotate(list(range(-30, 30, 5))),\n",
    "    RandomScale([0.9, 0.95, 1.0, 1.05, 1.1, 1.15, 1.2]),\n",
    "])\n",
    "\n",
    "crit = Channel(10, 'feat1')\n",
    "img = image((3, 256, 256), transform=transforms, correlate=True, fft=True)\n",
    "\n",
    "\n",
    "a = BasicAscent(img, crit, verbose=2).to_pyplot().run(model, device='cuda')"
   ],
   "execution_count": 5,
   "outputs": [
    {
     "data": {
      "text/plain": "HBox(children=(IntProgress(value=0, description='0/1(t)', max=256, style=ProgressStyle(description_width='init…",
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "59370625b3614350908f5ca8bf7fb3de"
      }
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "K5CjboujeTxw",
    "colab_type": "text"
   },
   "source": [
    "So, we have seen how quick it is to get a simple visualisation running, but what were did we actually do to get there? \n",
    "\n",
    "We'll now introduce, one at a time, the abstractions that visual uses:\n",
    "- Images\n",
    "- Transforms\n",
    "- Criterions\n",
    "- Ascenders\n",
    "- Models\n"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "id": "Tt_INNUGeb82",
    "colab_type": "code",
    "colab": {},
    "pycharm": {
     "is_executing": false
    }
   },
   "source": [
    ""
   ],
   "execution_count": null,
   "outputs": []
  }
 ]
}