{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Recommending Movies\n", "\n", "This notebook will explore the possibility of learning a set of movie watchers' (the \"users\") preferences for a set of movies. We use a database that has a rating for each movie the user has seen. There are a few datasets available: \n", "\n", "https://grouplens.org/datasets/movielens/\n", "\n", "We will use the MovieLens 1M Dataset. It contains 1 million ratings from about 6000 users on about 4000 movies. Released 2/2003.\n", "\n", "https://grouplens.org/datasets/movielens/1m/\n", "\n", "Can we build a system that can learn to make recommendations for you?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook follows after the Keras example here: https://github.com/ririw/ririw.github.io/blob/master/assets/Recommending%20movies.ipynb\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Using Theano backend.\n", "conx, version 3.5.9\n" ] } ], "source": [ "import conx" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, we download the dataset:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "format": "row" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using cached http://files.grouplens.org/datasets/movielens/ml-1m.zip as './ml-1m.zip'.\n", "Unzipping files...\n", "Done!\n", "Items available from downloaded zip file:\n", " ./ml-1m/\n", " ./ml-1m/movies.dat\n", " ./ml-1m/ratings.dat\n", " ./ml-1m/README\n", " ./ml-1m/users.dat\n", "Available: 5 of 5.\n" ] } ], "source": [ "conx.download(\"http://files.grouplens.org/datasets/movielens/ml-1m.zip\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We use pandas to parse and read in the data:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import pandas" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Read in the dataset, and do a little preprocessing,\n", "# mostly to set the column datatypes.\n", "users = pandas.read_csv('./ml-1m/users.dat', sep='::', \n", " engine='python', \n", " names=['userid', 'gender', 'age', 'occupation', 'zip']).set_index('userid')\n", "ratings = pandas.read_csv('./ml-1m/ratings.dat', engine='python', \n", " sep='::', names=['userid', 'movieid', 'rating', 'timestamp'])\n", "movies = pandas.read_csv('./ml-1m/movies.dat', engine='python',\n", " sep='::', names=['movieid', 'title', 'genre']).set_index('movieid')\n", "movies['genre'] = movies.genre.str.split('|')\n", "\n", "users.age = users.age.astype('category')\n", "users.gender = users.gender.astype('category')\n", "users.occupation = users.occupation.astype('category')\n", "ratings.movieid = ratings.movieid.astype('category')\n", "ratings.userid = ratings.userid.astype('category')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We get the number of movies and users:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "n_movies = movies.shape[0]\n", "n_users = users.shape[0]" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(3883, 6040)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "n_movies, n_users" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Designing the Dataset\n", "\n", "In order to making a recommendation system, we wish to training a neural network to take in a user id and a movie id, and learning to output the user's rating for that movie.\n", "\n", "Therefore, we need a list of movie ids, a list of user ids, and a list of the 1-5 ratings (called targets here):" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# Also, make vectors of all the movie ids and user ids. These are\n", "# pandas categorical data, so they range from 1 to n_movies and 1 to n_users, respectively.\n", "movie_ids = ratings.movieid.cat.codes.values\n", "user_ids = ratings.userid.cat.codes.values\n", "targets = ratings.rating.values" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we make a dataset. Because this network will have two input banks (users and movies) we need to specify that to the dataset so that it knows how to interpret the data." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "ds = conx.Dataset(name=\"Movie Recommendations\", input_shapes=[(1,), (1,)])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we collect the [[movie_id], [user_id]] as inputs and the rating as a target. Note that we turn the 1-5 rating into a 0-4 value, and then make it a onehot representation. " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "pairs = []\n", "for i in range(len(movie_ids)):\n", " ins = [movie_ids[i]], [user_ids[i]]\n", " targs = conx.onehot(targets[i] - 1, 5)\n", " pairs.append([ins, targs])" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "**Dataset name**: Movie Recommendations\n", "\n", "**Dataset Split**:\n", " * training : 1000209\n", " * testing : 0\n", " * total : 1000209\n", "\n", "**Input Summary**:\n", " * shape : [(1,), (1,)]\n", " * range : [(0.0, 3705.0), (0.0, 6039.0)]\n", "\n", "**Target Summary**:\n", " * shape : [(5,)]\n", " * range : [(0.0, 1.0)]\n", "\n" ], "text/plain": [ "**Dataset name**: Movie Recommendations\n", "\n", "**Dataset Split**:\n", " * training : 1000209\n", " * testing : 0\n", " * total : 1000209\n", "\n", "**Input Summary**:\n", " * shape : [(1,), (1,)]\n", " * range : [(0.0, 3705.0), (0.0, 6039.0)]\n", "\n", "**Target Summary**:\n", " * shape : [(5,)]\n", " * range : [(0.0, 1.0)]\n" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.load(pairs)\n", "ds" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Designing the Network\n", "\n", "Because there are so many users and movies, we need a good way of representing them. In this example, we use an EmbeddingLayer. This will learn to represent users and movies in ways such that similar movies will have similar representations, and users with similar tastes will also have similar representations." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "8a686ed965504810829e623d2cc64c02", "version_major": 2, "version_minor": 0 }, "text/html": [ "

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', layout=Layout(justify_content='center', overflow_x='auto', overflow_y='auto', width='95%')), Output()))" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "\n", "require(['base/js/namespace'], function(Jupyter) {\n", " Jupyter.notebook.kernel.comm_manager.register_target('conx_svg_control', function(comm, msg) {\n", " comm.on_msg(function(msg) {\n", " var data = msg[\"content\"][\"data\"];\n", " var images = document.getElementsByClassName(data[\"class\"]);\n", " for (var i = 0; i < images.length; i++) {\n", " if (data[\"href\"]) {\n", " images[i].setAttributeNS(null, \"href\", data[\"href\"]);\n", " }\n", " if (data[\"src\"]) {\n", " images[i].setAttributeNS(null, \"src\", data[\"src\"]);\n", " }\n", " }\n", " });\n", " });\n", "});\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "\n", "require(['base/js/namespace'], function(Jupyter) {\n", " Jupyter.notebook.kernel.comm_manager.register_target('conx_svg_control', function(comm, msg) {\n", " comm.on_msg(function(msg) {\n", " var data = msg[\"content\"][\"data\"];\n", " var images = document.getElementsByClassName(data[\"class\"]);\n", " for (var i = 0; i < images.length; i++) {\n", " if (data[\"href\"]) {\n", " images[i].setAttributeNS(null, \"href\", data[\"href\"]);\n", " }\n", " if (data[\"src\"]) {\n", " images[i].setAttributeNS(null, \"src\", data[\"src\"]);\n", " }\n", " }\n", " });\n", " });\n", "});\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "net = conx.Network(\"Recommender\")\n", "net.add(conx.InputLayer(\"movie\", 1))\n", "net.add(conx.EmbeddingLayer(\"movie_embed\", n_movies + 1, 32))\n", "net.add(conx.FlattenLayer(\"movie_flatten\", dropout=0.5))\n", "net.add(conx.InputLayer(\"user\", 1))\n", "net.add(conx.EmbeddingLayer(\"user_embed\", n_users + 1, 32))\n", "net.add(conx.FlattenLayer(\"user_flatten\", dropout=0.5))\n", "net.add(conx.Layer(\"dense1\", 128, activation=\"relu\", dropout=0.5))\n", "net.add(conx.BatchNormalizationLayer(\"batch norm1\"))\n", "net.add(conx.Layer(\"dense2\", 128, activation=\"relu\", dropout=0.5))\n", "net.add(conx.BatchNormalizationLayer(\"batch norm2\"))\n", "net.add(conx.Layer(\"dense3\", 128, activation=\"relu\", dropout=0.5))\n", "net.add(conx.Layer(\"output\", 5, activation=\"softmax\"))\n", "\n", "net.connect(\"movie\", \"movie_embed\")\n", "net.connect(\"movie_embed\", \"movie_flatten\")\n", "net.connect(\"user\", \"user_embed\")\n", "net.connect(\"user_embed\", \"user_flatten\")\n", "net.connect(\"movie_flatten\", \"dense1\")\n", "net.connect(\"user_flatten\", \"dense1\")\n", "net.connect(\"dense1\", \"batch norm1\")\n", "net.connect(\"batch norm1\", \"dense2\")\n", "net.connect(\"dense2\", \"batch norm2\")\n", "net.connect(\"batch norm2\", \"dense3\")\n", "net.connect(\"dense3\", \"output\")\n", "\n", "net.compile(optimizer='adam', error='categorical_crossentropy')\n", "net.dashboard()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPoAAAAyCAYAAAB1V8bkAAAA1klEQVR4nO3TwQ2CABBFwcXYKQdq8kCteDCWQFDeTAX7s3nLzBwD3NpzZmbf/7v1dV1mZub1+u8d2/bZ4R+/4fuPO+x4XH0EcD6hQ4DQIUDoECB0CBA6BAgdAoQOAUKHAKFDgNAhQOgQIHQIEDoECB0ChA4BQocAoUOA0CFA6BAgdAgQOgQIHQKEDgFChwChQ4DQIUDoECB0CBA6BAgdAoQOAUKHAKFDgNAhQOgQIHQIEDoECB0ChA4BQocAoUOA0CFA6BAgdAgQOgQIHQKWmTmuPgI41xvvXhFjlRgMjwAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "net.propagate_to_image(\"output\", [[1], [n_users]], visualize=True)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "net.set_dataset(ds)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Press the refresh button on the above dashboard to be able to examine the dataset." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Just practicing here:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "net.dataset.chop(0.01) ## retain 1%" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "**Dataset name**: Movie Recommendations\n", "\n", "**Dataset Split**:\n", " * training : 10002\n", " * testing : 0\n", " * total : 10002\n", "\n", "**Input Summary**:\n", " * shape : [(1,), (1,)]\n", " * range : [(0.0, 3705.0), (0.0, 6039.0)]\n", "\n", "**Target Summary**:\n", " * shape : [(5,)]\n", " * range : [(0.0, 1.0)]\n", "\n" ], "text/plain": [ "**Dataset name**: Movie Recommendations\n", "\n", "**Dataset Split**:\n", " * training : 10002\n", " * testing : 0\n", " * total : 10002\n", "\n", "**Input Summary**:\n", " * shape : [(1,), (1,)]\n", " * range : [(0.0, 3705.0), (0.0, 6039.0)]\n", "\n", "**Target Summary**:\n", " * shape : [(5,)]\n", " * range : [(0.0, 1.0)]\n" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "net.dataset" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "net.dataset.split(.10) # save 10% for testing" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "**Dataset name**: Movie Recommendations\n", "\n", "**Dataset Split**:\n", " * training : 9002\n", " * testing : 1000\n", " * total : 10002\n", "\n", "**Input Summary**:\n", " * shape : [(1,), (1,)]\n", " * range : [(0.0, 3705.0), (0.0, 6039.0)]\n", "\n", "**Target Summary**:\n", " * shape : [(5,)]\n", " * range : [(0.0, 1.0)]\n", "\n" ], "text/plain": [ "**Dataset name**: Movie Recommendations\n", "\n", "**Dataset Split**:\n", " * training : 9002\n", " * testing : 1000\n", " * total : 10002\n", "\n", "**Input Summary**:\n", " * shape : [(1,), (1,)]\n", " * range : [(0.0, 3705.0), (0.0, 6039.0)]\n", "\n", "**Target Summary**:\n", " * shape : [(5,)]\n", " * range : [(0.0, 1.0)]\n" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "net.dataset" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " 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\n \n \n \n \n RecommenderLayer: output (output)\n shape = (5,)\n Keras class = Dense\n activation = softmaxoutputWeights from dense3 to output\n output/kernel has shape (128, 5)\n output/bias has shape (5,)Layer: dense3 (hidden)\n shape = (128,)\n dropout = 0.5\n Keras class = Dense\n activation = reludense3Weights from batch norm2 to dense3\n dense3/kernel has shape (128, 128)\n dense3/bias has shape (128,)Layer: batch norm2 (hidden)\n Keras class = BatchNormalizationbatch norm2Weights from dense2 to batch norm2\n batch norm2/gamma has shape (128,)\n batch norm2/beta has shape (128,)\n batch norm2/moving_mean has shape (128,)\n batch norm2/moving_variance has shape (128,)Layer: dense2 (hidden)\n shape = (128,)\n dropout = 0.5\n Keras class = Dense\n activation = reludense2Weights from batch norm1 to dense2\n dense2/kernel has shape (128, 128)\n dense2/bias has shape (128,)Layer: batch norm1 (hidden)\n Keras class = BatchNormalizationbatch norm1Weights from dense1 to batch norm1\n batch norm1/gamma has shape (128,)\n batch norm1/beta has shape (128,)\n batch norm1/moving_mean has shape (128,)\n batch norm1/moving_variance has shape (128,)Layer: dense1 (hidden)\n shape = (128,)\n dropout = 0.5\n Keras class = Dense\n activation = reludense1Weights from movie_flatten to dense1\n dense1/kernel has shape (64, 128)\n dense1/bias has shape (128,)Layer: movie_flatten (hidden)\n dropout = 0.5\n Keras class = Flattenmovie_flattenWeights from user_flatten to dense1\n dense1/kernel has shape (64, 128)\n dense1/bias has shape (128,)Layer: user_flatten (hidden)\n dropout = 0.5\n Keras class = Flattenuser_flattenWeights from movie_embed to movie_flattenLayer: movie_embed (hidden)\n shape = (1, 32)\n Keras class = Densemovie_embedWeights from user_embed to user_flattenLayer: user_embed (hidden)\n shape = (1, 32)\n Keras class = Denseuser_embedWeights from movie to movie_embed\n movie_embed/embeddings has shape (3884, 32)Layer: movie (input)\n shape = (1,)\n Keras class = Input\n dtype = int32movieWeights from user to user_embed\n user_embed/embeddings has shape (6041, 32)Layer: user (input)\n shape = (1,)\n Keras class = Input\n dtype = int32user

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\n \n \n \n \n RecommenderLayer: output (output)\n shape = (5,)\n Keras class = Dense\n activation = softmaxoutputWeights from dense3 to output\n output/kernel has shape (128, 5)\n output/bias has shape (5,)Layer: dense3 (hidden)\n shape = (128,)\n dropout = 0.5\n Keras class = Dense\n activation = reludense3Weights from batch norm2 to dense3\n dense3/kernel has shape (128, 128)\n dense3/bias has shape (128,)Layer: batch norm2 (hidden)\n Keras class = BatchNormalizationbatch norm2Weights from dense2 to batch norm2\n batch norm2/gamma has shape (128,)\n batch norm2/beta has shape (128,)\n batch norm2/moving_mean has shape (128,)\n batch norm2/moving_variance has shape (128,)Layer: dense2 (hidden)\n shape = (128,)\n dropout = 0.5\n Keras class = Dense\n activation = reludense2Weights from batch norm1 to dense2\n dense2/kernel has shape (128, 128)\n dense2/bias has shape (128,)Layer: batch norm1 (hidden)\n Keras class = BatchNormalizationbatch norm1Weights from dense1 to batch norm1\n batch norm1/gamma has shape (128,)\n batch norm1/beta has shape (128,)\n batch norm1/moving_mean has shape (128,)\n batch norm1/moving_variance has shape (128,)Layer: dense1 (hidden)\n shape = (128,)\n dropout = 0.5\n Keras class = Dense\n activation = reludense1Weights from movie_flatten to dense1\n dense1/kernel has shape (64, 128)\n dense1/bias has shape (128,)Layer: movie_flatten (hidden)\n dropout = 0.5\n Keras class = Flattenmovie_flattenWeights from user_flatten to dense1\n dense1/kernel has shape (64, 128)\n dense1/bias has shape (128,)Layer: user_flatten (hidden)\n dropout = 0.5\n Keras class = Flattenuser_flattenWeights from movie_embed to movie_flattenLayer: movie_embed (hidden)\n shape = (1, 32)\n Keras class = Densemovie_embedWeights from user_embed to user_flattenLayer: user_embed (hidden)\n shape = (1, 32)\n Keras class = Denseuser_embedWeights from movie to movie_embed\n movie_embed/embeddings has shape (3884, 32)Layer: movie (input)\n shape = (1,)\n Keras class = Input\n dtype = int32movieWeights from user to user_embed\n user_embed/embeddings has shape (6041, 32)Layer: user (input)\n shape = (1,)\n Keras class = Input\n dtype = int32user

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\n \n \n \n \n RecommenderLayer: output (output)\n shape = (5,)\n Keras class = Dense\n activation = softmaxoutputWeights from dense3 to output\n output/kernel has shape (128, 5)\n output/bias has shape (5,)Layer: dense3 (hidden)\n shape = (128,)\n dropout = 0.5\n Keras class = Dense\n activation = reludense3Weights from batch norm2 to dense3\n dense3/kernel has shape (128, 128)\n dense3/bias has shape (128,)Layer: batch norm2 (hidden)\n Keras class = BatchNormalizationbatch norm2Weights from dense2 to batch norm2\n batch norm2/gamma has shape (128,)\n batch norm2/beta has shape (128,)\n batch norm2/moving_mean has shape (128,)\n batch norm2/moving_variance has shape (128,)Layer: dense2 (hidden)\n shape = (128,)\n dropout = 0.5\n Keras class = Dense\n activation = reludense2Weights from batch norm1 to dense2\n dense2/kernel has shape (128, 128)\n dense2/bias has shape (128,)Layer: batch norm1 (hidden)\n Keras class = BatchNormalizationbatch norm1Weights from dense1 to batch norm1\n batch norm1/gamma has shape (128,)\n batch norm1/beta has shape (128,)\n batch norm1/moving_mean has shape (128,)\n batch norm1/moving_variance has shape (128,)Layer: dense1 (hidden)\n shape = (128,)\n dropout = 0.5\n Keras class = Dense\n activation = reludense1Weights from movie_flatten to dense1\n dense1/kernel has shape (64, 128)\n dense1/bias has shape (128,)Layer: movie_flatten (hidden)\n dropout = 0.5\n Keras class = Flattenmovie_flattenWeights from user_flatten to dense1\n dense1/kernel has shape (64, 128)\n dense1/bias has shape (128,)Layer: user_flatten (hidden)\n dropout = 0.5\n Keras class = Flattenuser_flattenWeights from movie_embed to movie_flattenLayer: movie_embed (hidden)\n shape = (1, 32)\n Keras class = Densemovie_embedWeights from user_embed to user_flattenLayer: user_embed (hidden)\n shape = (1, 32)\n Keras class = Denseuser_embedWeights from movie to movie_embed\n movie_embed/embeddings has shape (3884, 32)Layer: movie (input)\n shape = (1,)\n Keras class = Input\n dtype = int32movieWeights from user to user_embed\n user_embed/embeddings has shape (3884, 32)Layer: user (input)\n shape = (1,)\n Keras class = Input\n dtype = int32user

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