{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "(probabilistic_matrix_factorization)=\n", "# Probabilistic Matrix Factorization for Making Personalized Recommendations\n", "\n", ":::{post} June 3, 2022\n", ":tags: case study, product recommendation, matrix factorization\n", ":category: intermediate\n", ":author: Ruslan Salakhutdinov, Andriy Mnih, Mack Sweeney, Colin Carroll, Rob Zinkov\n", ":::" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import arviz as az\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import pymc as pm\n", "import xarray as xr" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "%config InlineBackend.figure_format = 'retina'\n", "RANDOM_SEED = 8927\n", "rng = np.random.default_rng(RANDOM_SEED)\n", "az.style.use(\"arviz-darkgrid\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Motivation\n", "\n", "So you are browsing for something to watch on Netflix and just not liking the suggestions. You just know you can do better. All you need to do is collect some ratings data from yourself and friends and build a recommendation algorithm. This notebook will guide you in doing just that!\n", "\n", "We'll start out by getting some intuition for how our model will work. Then we'll formalize our intuition. Afterwards, we'll examine the dataset we are going to use. Once we have some notion of what our data looks like, we'll define some baseline methods for predicting preferences for movies. Following that, we'll look at Probabilistic Matrix Factorization (PMF), which is a more sophisticated Bayesian method for predicting preferences. Having detailed the PMF model, we'll use PyMC for MAP estimation and MCMC inference. Finally, we'll compare the results obtained with PMF to those obtained from our baseline methods and discuss the outcome.\n", "\n", "## Intuition\n", "\n", "Normally if we want recommendations for something, we try to find people who are similar to us and ask their opinions. If Bob, Alice, and Monty are all similar to me, and they all like crime dramas, I'll probably like crime dramas. Now this isn't always true. It depends on what we consider to be \"similar\". In order to get the best bang for our buck, we really want to look for people who have the most similar taste. Taste being a complex beast, we'd probably like to break it down into something more understandable. We might try to characterize each movie in terms of various factors. Perhaps films can be moody, light-hearted, cinematic, dialogue-heavy, big-budget, etc. Now imagine we go through IMDB and assign each movie a rating in each of the categories. How moody is it? How much dialogue does it have? What's its budget? Perhaps we use numbers between 0 and 1 for each category. Intuitively, we might call this the film's profile.\n", "\n", "Now let's suppose we go back to those 5 movies we rated. At this point, we can get a richer picture of our own preferences by looking at the film profiles of each of the movies we liked and didn't like. Perhaps we take the averages across the 5 film profiles and call this our ideal type of film. In other words, we have computed some notion of our inherent _preferences_ for various types of movies. Suppose Bob, Alice, and Monty all do the same. Now we can compare our preferences and determine how similar each of us really are. I might find that Bob is the most similar and the other two are still more similar than other people, but not as much as Bob. So I want recommendations from all three people, but when I make my final decision, I'm going to put more weight on Bob's recommendation than those I get from Alice and Monty.\n", "\n", "While the above procedure sounds fairly effective as is, it also reveals an unexpected additional source of information. If we rated a particular movie highly, and we know its film profile, we can compare with the profiles of other movies. If we find one with very close numbers, it is probable we'll also enjoy this movie. Both this approach and the one above are commonly known as _neighborhood approaches_. Techniques that leverage both of these approaches simultaneously are often called _collaborative filtering_ {cite:p}`koren2009matrixfactorization`. The first approach we talked about uses user-user similarity, while the second uses item-item similarity. Ideally, we'd like to use both sources of information. The idea is we have a lot of items available to us, and we'd like to work together with others to filter the list of items down to those we'll each like best. My list should have the items I'll like best at the top and those I'll like least at the bottom. Everyone else wants the same. If I get together with a bunch of other people, we all watch 5 movies, and we have some efficient computational process to determine similarity, we can very quickly order the movies to our liking.\n", "\n", "## Formalization\n", "\n", "Let's take some time to make the intuitive notions we've been discussing more concrete. We have a set of $M$ movies, or _items_ ($M = 100$ in our example above). We also have $N$ people, whom we'll call _users_ of our recommender system. For each item, we'd like to find a $D$ dimensional factor composition (film profile above) to describe the item. Ideally, we'd like to do this without actually going through and manually labeling all of the movies. Manual labeling would be both slow and error-prone, as different people will likely label movies differently. So we model each movie as a $D$ dimensional vector, which is its latent factor composition. Furthermore, we expect each user to have some preferences, but without our manual labeling and averaging procedure, we have to rely on the latent factor compositions to learn $D$ dimensional latent preference vectors for each user. The only thing we get to observe is the $N \\times M$ ratings matrix $R$ provided by the users. Entry $R_{ij}$ is the rating user $i$ gave to item $j$. Many of these entries may be missing, since most users will not have rated all 100 movies. Our goal is to fill in the missing values with predicted ratings based on the latent variables $U$ and $V$. We denote the predicted ratings by $R_{ij}^*$. We also define an indicator matrix $I$, with entry $I_{ij} = 0$ if $R_{ij}$ is missing and $I_{ij} = 1$ otherwise.\n", "\n", "So we have an $N \\times D$ matrix of user preferences which we'll call $U$ and an $M \\times D$ factor composition matrix we'll call $V$. We also have a $N \\times M$ rating matrix we'll call $R$. We can think of each row $U_i$ as indications of how much each user prefers each of the $D$ latent factors. Each row $V_j$ can be thought of as how much each item can be described by each of the latent factors. In order to make a recommendation, we need a suitable prediction function which maps a user preference vector $U_i$ and an item latent factor vector $V_j$ to a predicted ranking. The choice of this prediction function is an important modeling decision, and a variety of prediction functions have been used. Perhaps the most common is the dot product of the two vectors, $U_i \\cdot V_j$ {cite:p}`koren2009matrixfactorization`.\n", "\n", "To better understand CF techniques, let us explore a particular example. Imagine we are seeking to recommend movies using a model which infers five latent factors, $V_j$, for $j = 1,2,3,4,5$. In reality, the latent factors are often unexplainable in a straightforward manner, and most models make no attempt to understand what information is being captured by each factor. However, for the purposes of explanation, let us assume the five latent factors might end up capturing the film profile we were discussing above. So our five latent factors are: moody, light-hearted, cinematic, dialogue, and budget. Then for a particular user $i$, imagine we infer a preference vector $U_i = <0.5, 0.1, 1.5, 1.1, 0.3>$. Also, for a particular item $j$, we infer these values for the latent factors: $V_j = <0.5, 1.5, 1.25, 0.8, 0.9>$. Using the dot product as the prediction function, we would calculate 3.425 as the ranking for that item, which is more or less a neutral preference given our 1 to 5 rating scale.\n", "\n", "$$ 0.5 \\times 0.5 + 0.1 \\times 1.5 + 1.5 \\times 1.25 + 1.1 \\times 0.8 + 0.3 \\times 0.9 = 3.425 $$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data\n", "\n", "The MovieLens 100k dataset {cite:p}`harper2015movielens` was collected by the GroupLens Research Project at the University of Minnesota. This data set consists of 100,000 ratings (1-5) from 943 users on 1682 movies. Each user rated at least 20 movies, and be have basic information on the users (age, gender, occupation, zip). Each movie includes basic information like title, release date, video release date, and genre. We will implement a model that is suitable for collaborative filtering on this data and evaluate it in terms of root mean squared error (RMSE) to validate the results.\n", "\n", "The data was collected through the [MovieLens website](https://movielens.org/) during the seven-month period from September 19th,\n", "1997 through April 22nd, 1998. This data has been cleaned up - users\n", "who had less than 20 ratings or did not have complete demographic\n", "information were removed from this data set.\n", "\n", "\n", "Let's begin by exploring our data. We want to get a general feel for what it looks like and a sense for what sort of patterns it might contain. Here are the user rating data:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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useriditemidratingtimestamp
01962423881250949
11863023891717742
2223771878887116
3244512880606923
41663461886397596
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" ], "text/plain": [ " userid itemid rating timestamp\n", "0 196 242 3 881250949\n", "1 186 302 3 891717742\n", "2 22 377 1 878887116\n", "3 244 51 2 880606923\n", "4 166 346 1 886397596" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data_kwargs = dict(sep=\"\\t\", names=[\"userid\", \"itemid\", \"rating\", \"timestamp\"])\n", "try:\n", " data = pd.read_csv(\"../data/ml_100k_u.data\", **data_kwargs)\n", "except FileNotFoundError:\n", " data = pd.read_csv(pm.get_data(\"ml_100k_u.data\"), **data_kwargs)\n", "\n", "data.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And here is the movie detail data:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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movie titlerelease datevideo release dateIMDb URLunknownActionAdventureAnimationChildren'sComedy...FantasyFilm-NoirHorrorMusicalMysteryRomanceSci-FiThrillerWarWestern
movie id
1Toy Story (1995)1995-01-01NaNhttp://us.imdb.com/M/title-exact?Toy%20Story%2...000111...0000000000
2GoldenEye (1995)1995-01-01NaNhttp://us.imdb.com/M/title-exact?GoldenEye%20(...011000...0000000100
3Four Rooms (1995)1995-01-01NaNhttp://us.imdb.com/M/title-exact?Four%20Rooms%...000000...0000000100
4Get Shorty (1995)1995-01-01NaNhttp://us.imdb.com/M/title-exact?Get%20Shorty%...010001...0000000000
5Copycat (1995)1995-01-01NaNhttp://us.imdb.com/M/title-exact?Copycat%20(1995)000000...0000000100
\n", "

5 rows × 23 columns

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" ], "text/plain": [ " movie title release date video release date \\\n", "movie id \n", "1 Toy Story (1995) 1995-01-01 NaN \n", "2 GoldenEye (1995) 1995-01-01 NaN \n", "3 Four Rooms (1995) 1995-01-01 NaN \n", "4 Get Shorty (1995) 1995-01-01 NaN \n", "5 Copycat (1995) 1995-01-01 NaN \n", "\n", " IMDb URL unknown Action \\\n", "movie id \n", "1 http://us.imdb.com/M/title-exact?Toy%20Story%2... 0 0 \n", "2 http://us.imdb.com/M/title-exact?GoldenEye%20(... 0 1 \n", "3 http://us.imdb.com/M/title-exact?Four%20Rooms%... 0 0 \n", "4 http://us.imdb.com/M/title-exact?Get%20Shorty%... 0 1 \n", "5 http://us.imdb.com/M/title-exact?Copycat%20(1995) 0 0 \n", "\n", " Adventure Animation Children's Comedy ... Fantasy Film-Noir \\\n", "movie id ... \n", "1 0 1 1 1 ... 0 0 \n", "2 1 0 0 0 ... 0 0 \n", "3 0 0 0 0 ... 0 0 \n", "4 0 0 0 1 ... 0 0 \n", "5 0 0 0 0 ... 0 0 \n", "\n", " Horror Musical Mystery Romance Sci-Fi Thriller War Western \n", "movie id \n", "1 0 0 0 0 0 0 0 0 \n", "2 0 0 0 0 0 1 0 0 \n", "3 0 0 0 0 0 1 0 0 \n", "4 0 0 0 0 0 0 0 0 \n", "5 0 0 0 0 0 1 0 0 \n", "\n", "[5 rows x 23 columns]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# fmt: off\n", "movie_columns = ['movie id', 'movie title', 'release date', 'video release date', 'IMDb URL', \n", " 'unknown','Action','Adventure', 'Animation',\"Children's\", 'Comedy', 'Crime',\n", " 'Documentary', 'Drama', 'Fantasy', 'Film-Noir', 'Horror', 'Musical', 'Mystery',\n", " 'Romance', 'Sci-Fi', 'Thriller', 'War', 'Western']\n", "# fmt: on\n", "\n", "item_kwargs = dict(sep=\"|\", names=movie_columns, index_col=\"movie id\", parse_dates=[\"release date\"])\n", "try:\n", " movies = pd.read_csv(\"../data/ml_100k_u.item\", **item_kwargs)\n", "except FileNotFoundError:\n", " movies = pd.read_csv(pm.get_data(\"ml_100k_u.item\"), **item_kwargs)\n", "\n", "movies.head()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 296, "width": 440 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot histogram of ratings\n", "data.groupby(\"rating\").size().plot(kind=\"bar\");" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "count 100000.000000\n", "mean 3.529860\n", "std 1.125674\n", "min 1.000000\n", "25% 3.000000\n", "50% 4.000000\n", "75% 4.000000\n", "max 5.000000\n", "Name: rating, dtype: float64" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.rating.describe()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This must be a decent batch of movies. From our exploration above, we know most ratings are in the range 3 to 5, and positive ratings are more likely than negative ratings. Let's look at the means for each movie to see if we have any particularly good (or bad) movie here." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/severinhatt/miniconda3/envs/pymc-hack/lib/python3.9/site-packages/IPython/core/pylabtools.py:151: UserWarning: constrained_layout not applied because axes sizes collapsed to zero. Try making figure larger or axes decorations smaller.\n", " fig.canvas.print_figure(bytes_io, **kw)\n" ] }, { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 772, "width": 919 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "movie_means = data.join(movies[\"movie title\"], on=\"itemid\").groupby(\"movie title\").rating.mean()\n", "movie_means[:50].plot(kind=\"bar\", grid=False, figsize=(16, 6), title=\"Mean ratings for 50 movies\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "While the majority of the movies generally get positive feedback from users, there are definitely a few that stand out as bad. Let's take a look at the worst and best movies, just for fun:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/severinhatt/miniconda3/envs/pymc-hack/lib/python3.9/site-packages/IPython/core/pylabtools.py:151: UserWarning: constrained_layout not applied because axes sizes collapsed to zero. Try making figure larger or axes decorations smaller.\n", " fig.canvas.print_figure(bytes_io, **kw)\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 676, "width": 919 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(ncols=2, figsize=(16, 4), sharey=True)\n", "movie_means.nlargest(30).plot(kind=\"bar\", ax=ax1, title=\"Top 30 movies in data set\")\n", "movie_means.nsmallest(30).plot(kind=\"bar\", ax=ax2, title=\"Bottom 30 movies in data set\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Make sense to me. We now know there are definite popularity differences between the movies. Some of them are simply better than others, and some are downright lousy. Looking at the movie means allowed us to discover these general trends. Perhaps there are similar trends across users. It might be the case that some users are simply more easily entertained than others. Let's take a look." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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cZJLtq+/J7UmW1Vpvn8I517fZum9zWW+4Zjae19RaT09yeillhzRT1T04zXt5rzSBlUOTPLiUsn+t9WfTrnht0635pnHGg3hfzqpSyqT/+LINEb0jyTtKKXummdrxIUkOTjP93pIkL0rykPb5WR3u6b1Xp9ZaR3e1AwAAgPVKgAgAAABmT+90PeeM2jbUM37RFM93UPuTJO9JMtMA0Y094+UzPMf+WRMa+MB44aHW3aZ4zk+l6UazUZqOQye265/Vs89Hxzm2d4qe9Ro2KaXsmmTXdvGz44VgWpPdiyvTBIi2K6VsPMk0ZrtOsC1p7sn90vz/nj9L8tNJ9l+vZvm+zWVX9ox3TXLxJPvffaonrrVemeZ986kkKaXsnuR9SR6RpqPNm5I8dTrFjuEe09yn9/cd2Ptymv6YpuPRZJ23tprOSWutP03zvvtgkpRSDkpycpqp3e6b5Jgk/9ruvqHcKwAAADrCFGYAAAAwC0opd82aANFVSSYKR6xvvV/2XzfDc2zbM/7FJPs+aionrLVelzXdkR5cStm1lDKU5Ih23fUZ/z5ekOSGdvzIUsqkXVxm0Wzei9WdqhZk7e5TYzlwku1n94yfNMm+gzDbr6HV04wNTbjX+tfbfeygcfdKUkrZO+swlVU7FeBT00wpmCQHzPRcPQ6eaGMpZXGaDjtJ022pN6g2yPfldPy+fdxhkv32W5eL1FrPTPKXPasO6Nl2Xdbcu/u3nyEAAAAwMAJEAAAAsI7a0Ms/Z02n33ePnj6q1npqrXVosp8kvVP+vLFn28vWocTn94z/Z4bn6O2Ms9t4O5VS9knyuGmc9yM94yPTTM+0uvvMJ2utY06HVmtdleRj7eLmSY6fxjXX1VTvxU5JJpuW6HM945dOcK7FSV44ybk+maazSpK8vJSy3ST7r2+zed+SNVNAzbWQyhfTTNGWJM8ppWw2wb7jPudT1U7x97t2cTa6jd+rlHLIBNuPTrKiHX++fS+urmWQ78vpWB3cuVvbGWs8L5mFa13aMx79/HyofVyQ5K2zcC0AAACYMQEiAAAAmEQp5UGllCXjbFuW5P1JntiuuiDJP62Hmg4rpTytlDJuYKCUsqCU8ookf9Wz+n0zvGRvV5XnlVLuNO1SO53Sf2Z6/7/hv5L8oR0fmWYqs9XGm75stX/Mmk4iryulvKqUMu61Sylbl1JeX0rZaxr1jeVnaTqvJMkTSikPHONa26YJB206ybk+l+SSdvzoUsprxzjXwjTP2+4TnajWenmSf2kXt0zy1VLKuNNRlVKGSikHl1L+ZpIaZ8ts3rdkzX3bspSy8+yUuO5qrVenCXMlyTZJPjzW349SynOTHDXRuUopLymlPKWUstEE+zwta6ba+uHMqr6Tk0spdwp5tc/Z/2sX70gzBeFog3pfTsdXesZva0Ogo+v6hzRTw42rlPLOUsqDJrlWb/Bv9PPz3iSXteMjSynvasOC411vs/Y1MWFdAAAAMBOz8a+SAAAAYL57fZL9SylfTHJ+kqvTdD25d5KnJ9mp3e+SJE8a3X2oT3ZN8+X9daWUrya5sK3rljSdP/ZME2rqDQG8s51SZ9pqrVeUUk5L8uQky5P8sJTygSQ/ShMYenCaMMTSJB/OJMGInvPeWkr5TJJjkpQkq4NJ/1drPXeSY39dSnlGks8nWZwm2PD8Usp/pgmrrEyyWZrgzYPSdDdamOSsqf3W4173j+3v/ookGyX5Vinl5DSvjT8l2SdNB53lmeRe1Fr/VEo5NslX29pOKKUcmuTTSX6TZOckz0qyV5LPpJmuKlkzfddor0tyvzTTUO2V5KellM8l+Vaa18dGaaYSu2+SQ9JM4XRGkrdM8zZM22zet9YZSQ5rx6eVUk5MM33g6ntzUa31iln9JabulWnu77ZJnpDkolLKqWmmbluepu7HtMs3JNk7yfAY59knyXuS/K6U8rUk309yRZrfcbskj8ya6d6GMztdbD6b5m/HhaWUk9I8PwvTTLF3VJrnLkneVWs9f/TBg3pfTtPJSV6TZIs076lzSikfSzPF485JnpHkAWmCYM+Y4DxPSfKKUsolSb6R5u/htUmWJLlrkqeleT8mzZSM/9Z7cK315lLKE9NMP7hZkpclObyU8h/tuW5IE6a7e5IHppkSb0mavwkAAAAwqwSIAAAAYGq2SPOl7Xhf3H41yfNqrb9efyUlaTqPHNn+jOfGJH9ba33POl7r+Wm+9L9Pmi+1XzVq+x1J/jbJf2eKAaLWR9IEiJImcLB63aRqrV8tpTw8zbRJu7b1/fUEh9yUNR2P1sXfpAl9rP5C/4W58xRjH0jy9kxyL2qtZ5RSnpUm1LA0ycPbn17fSnJc1gSIbhznXH8qpTwmyTvbejZqj3nqWPu31mfIZtbuW5r79eIkf5bk/kn+fdT25yQ5dd3KnZla67Vtl5ivJNkxzetydEjr8jSBvNVdwcZ6TleHoVakCSs+fZxL3pzkhbXWb6xL3a3PJTk3TSeh8aZYOylNAGdMA3xfTkmt9TellGcmOS3Ne+4h7U+vL6T5uzRRgGj183P3JMdOsN9lSZ5ca71mjFoubDs7fSLNe2OHNEGi8dyWJugEAAAAs8oUZgAAADC5v0vyxjQdMi5L0+XnxiT/mybE8Mha66PXc3jofWk6d/xtmpDCT9N0uLg9TdeKXyQ5PcmLkuwyC+Gh1FqvT9Mx5HVppmpb2f78IskpSR5ca33zDE79rayZxme1yaYv663r3DTdi56Z5D/SdIK6Kc29+G2a6dc+mCZ8sV2t9aIZ1Dj6mrem6f7yoiTfSfN6uC3N7/EfSR5Vaz0u43cKGn2+T6TpaPX+tv7VIYH/TvKCNB2Fev8h2G8nONcfa61/leSeSU5Icl6abka3p3m+LknypSTHJ9mr1vrsKf3Ss2A271ut9aY0r8e3JPlBmgDKlO73+lBr/XGaTmBvSNNN5qY0v+9Faf6e7F1r/VGa6eaSsZ/T45IcmOQfkpyZJux1W5rncvXr4++T/FmtdUqhuynW/rY0HYc+meRXSf6Y5jX0hSSPqbU+r9Y64b0exPtyOmqtX07THeiUrP07npkmKHpYrXXlJKfZJ8mT0kwd+N00z8mf0jxHv07zPjsuyR611h9MUEtNE4J7QpIPpflsuSHJqjTTwf0wTVeuo5NsX2v9ypgnAgAAgHUwNDw8VndkAAAAAOaSUsrj00wLlSSvqLW+a5D1sO5KKcvTBP8WJPl8rfUJA6rj6DRBmiR5Tq311EHUAQAAAAyODkQAAAAAG4a/7BmfNagimFUvzJr/P3fmIAsBAAAAuk2ACAAAAGDASikPn2DbglLKCWmm/kqS79ZaL1g/lTFTpZT9SymLJ9j+pDTTmyXN1HKzNgUZAAAAwHQtGnQBAAAAAOSMUsolSb6S5KIkv02yNMkeSZ6WZPd2vz8mOW4gFTJdb0pyv1LKl5J8P8lVaf4x392SHJqkNzT2mlrr9eu/RAAAAICGABEAAADA3HCPrD1N2Wi/TXK47kMblC2TPKv9GcvtSf6m1vre9VcSAAAAwJ0JEAEAAAAM3p+n6UpzYJLt0wRPFqcJDf00TWeiD9RabxhUgUzbXyZ5fJJDktw9zXO6aZIbklyS5JtJ3l9r/eXAKgQAAABoDQ0PDw+6BgAAAAAAAAAAYEAWDLoAAAAAAAAAAABgcASIAAAAAAAAAACgwwSIAAAAAAAAAACgwwSIAAAAAAAAAACgwwSIAAAAAAAAAACgwwSIAAAAAAAAAACgwwSIAAAAAAAAAACgwwSIAAAAAAAAAACgwwSIAAAAAAAAAACgwwSIAAAAAAAAAACgwwSIAAAAAAAAAACgwwSIAAAAAAAAAACgwwSIAAAAAAAAAACgw/4/M9bIo6hfIlUAAAAASUVORK5CYII=\n", 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" ] }, "metadata": { "image/png": { "height": 440, "width": 1160 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "user_means = data.groupby(\"userid\").rating.mean().sort_values()\n", "_, ax = plt.subplots(figsize=(16, 6))\n", "ax.plot(np.arange(len(user_means)), user_means.values, \"k-\")\n", "\n", "ax.fill_between(np.arange(len(user_means)), user_means.values, alpha=0.3)\n", "ax.set_xticklabels(\"\")\n", "# 1000 labels is nonsensical\n", "ax.set_ylabel(\"Rating\")\n", "ax.set_xlabel(f\"{len(user_means)} average ratings per user\")\n", "ax.set_ylim(0, 5)\n", "ax.set_xlim(0, len(user_means));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see even more significant trends here. Some users rate nearly everything highly, and some (though not as many) rate nearly everything negatively. These observations will come in handy when considering models to use for predicting user preferences on unseen movies." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Methods\n", "\n", "Having explored the data, we're now ready to dig in and start addressing the problem. We want to predict how much each user is going to like all of the movies he or she has not yet read.\n", "\n", "\n", "### Baselines\n", "\n", "Every good analysis needs some kind of baseline methods to compare against. It's difficult to claim we've produced good results if we have no reference point for what defines \"good\". We'll define three very simple baseline methods and find the RMSE using these methods. Our goal will be to obtain lower RMSE scores with whatever model we produce.\n", "\n", "#### Uniform Random Baseline\n", "\n", "Our first baseline is about as dead stupid as you can get. Every place we see a missing value in $R$, we'll simply fill it with a number drawn uniformly at random in the range [1, 5]. We expect this method to do the worst by far.\n", "\n", "$$R_{ij}^* \\sim Uniform$$\n", "\n", "#### Global Mean Baseline\n", "\n", "This method is only slightly better than the last. Wherever we have a missing value, we'll fill it in with the mean of all observed ratings.\n", "\n", "$$\\text{global_mean} = \\frac{1}{N \\times M} \\sum_{i=1}^N \\sum_{j=1}^M I_{ij}(R_{ij})$$\n", "\n", "$$R_{ij}^* = \\text{global_mean}$$\n", "\n", "#### Mean of Means Baseline\n", "\n", "Now we're going to start getting a bit smarter. We imagine some users might be easily amused, and inclined to rate all movies more highly. Other users might be the opposite. Additionally, some movies might simply be more witty than others, so all users might rate some movies more highly than others in general. We can clearly see this in our graph of the movie means above. We'll attempt to capture these general trends through per-user and per-movie rating means. We'll also incorporate the global mean to smooth things out a bit. So if we see a missing value in cell $R_{ij}$, we'll average the global mean with the mean of $U_i$ and the mean of $V_j$ and use that value to fill it in.\n", "\n", "$$\\text{user_means} = \\frac{1}{M} \\sum_{j=1}^M I_{ij}(R_{ij})$$\n", "\n", "$$\\text{movie_means} = \\frac{1}{N} \\sum_{i=1}^N I_{ij}(R_{ij})$$\n", "\n", "$$R_{ij}^* = \\frac{1}{3} \\left(\\text{user_means}_i + \\text{ movie_means}_j + \\text{ global_mean} \\right)$$" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "# Create a base class with scaffolding for our 3 baselines.\n", "\n", "\n", "def split_title(title):\n", " \"\"\"Change \"BaselineMethod\" to \"Baseline Method\".\"\"\"\n", " words = []\n", " tmp = [title[0]]\n", " for c in title[1:]:\n", " if c.isupper():\n", " words.append(\"\".join(tmp))\n", " tmp = [c]\n", " else:\n", " tmp.append(c)\n", " words.append(\"\".join(tmp))\n", " return \" \".join(words)\n", "\n", "\n", "class Baseline:\n", " \"\"\"Calculate baseline predictions.\"\"\"\n", "\n", " def __init__(self, train_data):\n", " \"\"\"Simple heuristic-based transductive learning to fill in missing\n", " values in data matrix.\"\"\"\n", " self.predict(train_data.copy())\n", "\n", " def predict(self, train_data):\n", " raise NotImplementedError(\"baseline prediction not implemented for base class\")\n", "\n", " def rmse(self, test_data):\n", " \"\"\"Calculate root mean squared error for predictions on test data.\"\"\"\n", " return rmse(test_data, self.predicted)\n", "\n", " def __str__(self):\n", " return split_title(self.__class__.__name__)\n", "\n", "\n", "# Implement the 3 baselines.\n", "\n", "\n", "class UniformRandomBaseline(Baseline):\n", " \"\"\"Fill missing values with uniform random values.\"\"\"\n", "\n", " def predict(self, train_data):\n", " nan_mask = np.isnan(train_data)\n", " masked_train = np.ma.masked_array(train_data, nan_mask)\n", " pmin, pmax = masked_train.min(), masked_train.max()\n", " N = nan_mask.sum()\n", " train_data[nan_mask] = rng.uniform(pmin, pmax, N)\n", " self.predicted = train_data\n", "\n", "\n", "class GlobalMeanBaseline(Baseline):\n", " \"\"\"Fill in missing values using the global mean.\"\"\"\n", "\n", " def predict(self, train_data):\n", " nan_mask = np.isnan(train_data)\n", " train_data[nan_mask] = train_data[~nan_mask].mean()\n", " self.predicted = train_data\n", "\n", "\n", "class MeanOfMeansBaseline(Baseline):\n", " \"\"\"Fill in missing values using mean of user/item/global means.\"\"\"\n", "\n", " def predict(self, train_data):\n", " nan_mask = np.isnan(train_data)\n", " masked_train = np.ma.masked_array(train_data, nan_mask)\n", " global_mean = masked_train.mean()\n", " user_means = masked_train.mean(axis=1)\n", " item_means = masked_train.mean(axis=0)\n", " self.predicted = train_data.copy()\n", " n, m = train_data.shape\n", " for i in range(n):\n", " for j in range(m):\n", " if np.ma.isMA(item_means[j]):\n", " self.predicted[i, j] = np.mean((global_mean, user_means[i]))\n", " else:\n", " self.predicted[i, j] = np.mean((global_mean, user_means[i], item_means[j]))\n", "\n", "\n", "baseline_methods = {}\n", "baseline_methods[\"ur\"] = UniformRandomBaseline\n", "baseline_methods[\"gm\"] = GlobalMeanBaseline\n", "baseline_methods[\"mom\"] = MeanOfMeansBaseline" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Users: 943\n", "Movies: 1682\n", "Sparsity: 0.9369533063577546\n" ] } ], "source": [ "num_users = data.userid.unique().shape[0]\n", "num_items = data.itemid.unique().shape[0]\n", "sparsity = 1 - len(data) / (num_users * num_items)\n", "print(f\"Users: {num_users}\\nMovies: {num_items}\\nSparsity: {sparsity}\")\n", "\n", "dense_data = data.pivot(index=\"userid\", columns=\"itemid\", values=\"rating\").values" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Probabilistic Matrix Factorization\n", "\n", "Probabilistic Matrix Factorization {cite:p}`mnih2008advances` is a probabilistic approach to the collaborative filtering problem that takes a Bayesian perspective. The ratings $R$ are modeled as draws from a Gaussian distribution. The mean for $R_{ij}$ is $U_i V_j^T$. The precision $\\alpha$ is a fixed parameter that reflects the uncertainty of the estimations; the normal distribution is commonly reparameterized in terms of precision, which is the inverse of the variance. Complexity is controlled by placing zero-mean spherical Gaussian priors on $U$ and $V$. In other words, each row of $U$ is drawn from a multivariate Gaussian with mean $\\mu = 0$ and precision which is some multiple of the identity matrix $I$. Those multiples are $\\alpha_U$ for $U$ and $\\alpha_V$ for $V$. So our model is defined by:\n", "\n", "$\\newcommand\\given[1][]{\\:#1\\vert\\:}$\n", "\n", "$$\n", "P(R \\given U, V, \\alpha^2) = \n", " \\prod_{i=1}^N \\prod_{j=1}^M\n", " \\left[ \\mathcal{N}(R_{ij} \\given U_i V_j^T, \\alpha^{-1}) \\right]^{I_{ij}}\n", "$$\n", "\n", "$$\n", "P(U \\given \\alpha_U^2) =\n", " \\prod_{i=1}^N \\mathcal{N}(U_i \\given 0, \\alpha_U^{-1} \\boldsymbol{I})\n", "$$\n", "\n", "$$\n", "P(V \\given \\alpha_U^2) =\n", " \\prod_{j=1}^M \\mathcal{N}(V_j \\given 0, \\alpha_V^{-1} \\boldsymbol{I})\n", "$$\n", "\n", "Given small precision parameters, the priors on $U$ and $V$ ensure our latent variables do not grow too far from 0. This prevents overly strong user preferences and item factor compositions from being learned. This is commonly known as complexity control, where the complexity of the model here is measured by the magnitude of the latent variables. Controlling complexity like this helps prevent overfitting, which allows the model to generalize better for unseen data. We must also choose an appropriate $\\alpha$ value for the normal distribution for $R$. So the challenge becomes choosing appropriate values for $\\alpha_U$, $\\alpha_V$, and $\\alpha$. This challenge can be tackled with the soft weight-sharing methods discussed by {cite:t}`nowlan1992simplifying`. However, for the purposes of this analysis, we will stick to using point estimates obtained from our data." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "import logging\n", "import time\n", "\n", "import pytensor\n", "import scipy as sp\n", "\n", "# Enable on-the-fly graph computations, but ignore\n", "# absence of intermediate test values.\n", "pytensor.config.compute_test_value = \"ignore\"\n", "\n", "# Set up logging.\n", "logger = logging.getLogger()\n", "logger.setLevel(logging.INFO)\n", "\n", "\n", "class PMF:\n", " \"\"\"Probabilistic Matrix Factorization model using pymc.\"\"\"\n", "\n", " def __init__(self, train, dim, alpha=2, std=0.01, bounds=(1, 5)):\n", " \"\"\"Build the Probabilistic Matrix Factorization model using pymc.\n", "\n", " :param np.ndarray train: The training data to use for learning the model.\n", " :param int dim: Dimensionality of the model; number of latent factors.\n", " :param int alpha: Fixed precision for the likelihood function.\n", " :param float std: Amount of noise to use for model initialization.\n", " :param (tuple of int) bounds: (lower, upper) bound of ratings.\n", " These bounds will simply be used to cap the estimates produced for R.\n", "\n", " \"\"\"\n", " self.dim = dim\n", " self.alpha = alpha\n", " self.std = np.sqrt(1.0 / alpha)\n", " self.bounds = bounds\n", " self.data = train.copy()\n", " n, m = self.data.shape\n", "\n", " # Perform mean value imputation\n", " nan_mask = np.isnan(self.data)\n", " self.data[nan_mask] = self.data[~nan_mask].mean()\n", "\n", " # Low precision reflects uncertainty; prevents overfitting.\n", " # Set to the mean variance across users and items.\n", " self.alpha_u = 1 / self.data.var(axis=1).mean()\n", " self.alpha_v = 1 / self.data.var(axis=0).mean()\n", "\n", " # Specify the model.\n", " logging.info(\"building the PMF model\")\n", " with pm.Model(\n", " coords={\n", " \"users\": np.arange(n),\n", " \"movies\": np.arange(m),\n", " \"latent_factors\": np.arange(dim),\n", " \"obs_id\": np.arange(self.data[~nan_mask].shape[0]),\n", " }\n", " ) as pmf:\n", " U = pm.MvNormal(\n", " \"U\",\n", " mu=0,\n", " tau=self.alpha_u * np.eye(dim),\n", " dims=(\"users\", \"latent_factors\"),\n", " initval=rng.standard_normal(size=(n, dim)) * std,\n", " )\n", " V = pm.MvNormal(\n", " \"V\",\n", " mu=0,\n", " tau=self.alpha_v * np.eye(dim),\n", " dims=(\"movies\", \"latent_factors\"),\n", " initval=rng.standard_normal(size=(m, dim)) * std,\n", " )\n", " R = pm.Normal(\n", " \"R\",\n", " mu=(U @ V.T)[~nan_mask],\n", " tau=self.alpha,\n", " dims=\"obs_id\",\n", " observed=self.data[~nan_mask],\n", " )\n", "\n", " logging.info(\"done building the PMF model\")\n", " self.model = pmf\n", "\n", " def __str__(self):\n", " return self.name" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We'll also need functions for calculating the MAP and performing sampling on our PMF model. When the observation noise variance $\\alpha$ and the prior variances $\\alpha_U$ and $\\alpha_V$ are all kept fixed, maximizing the log posterior is equivalent to minimizing the sum-of-squared-errors objective function with quadratic regularization terms.\n", "\n", "$$ E = \\frac{1}{2} \\sum_{i=1}^N \\sum_{j=1}^M I_{ij} (R_{ij} - U_i V_j^T)^2 + \\frac{\\lambda_U}{2} \\sum_{i=1}^N \\|U\\|_{Fro}^2 + \\frac{\\lambda_V}{2} \\sum_{j=1}^M \\|V\\|_{Fro}^2, $$\n", "\n", "where $\\lambda_U = \\alpha_U / \\alpha$, $\\lambda_V = \\alpha_V / \\alpha$, and $\\|\\cdot\\|_{Fro}^2$ denotes the Frobenius norm {cite:p}`mnih2008advances`. Minimizing this objective function gives a local minimum, which is essentially a maximum a posteriori (MAP) estimate. While it is possible to use a fast Stochastic Gradient Descent procedure to find this MAP, we'll be finding it using the utilities built into `pymc`. In particular, we'll use `find_MAP` with Powell optimization (`scipy.optimize.fmin_powell`). Having found this MAP estimate, we can use it as our starting point for MCMC sampling.\n", "\n", "Since it is a reasonably complex model, we expect the MAP estimation to take some time. So let's save it after we've found it. Note that we define a function for finding the MAP below, assuming it will receive a namespace with some variables in it. Then we attach that function to the PMF class, where it will have such a namespace after initialization. The PMF class is defined in pieces this way so I can say a few things between each piece to make it clearer." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "def _find_map(self):\n", " \"\"\"Find mode of posterior using L-BFGS-B optimization.\"\"\"\n", " tstart = time.time()\n", " with self.model:\n", " logging.info(\"finding PMF MAP using L-BFGS-B optimization...\")\n", " self._map = pm.find_MAP(method=\"L-BFGS-B\")\n", "\n", " elapsed = int(time.time() - tstart)\n", " logging.info(\"found PMF MAP in %d seconds\" % elapsed)\n", " return self._map\n", "\n", "\n", "def _map(self):\n", " try:\n", " return self._map\n", " except:\n", " return self.find_map()\n", "\n", "\n", "# Update our class with the new MAP infrastructure.\n", "PMF.find_map = _find_map\n", "PMF.map = property(_map)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So now our PMF class has a `map` `property` which will either be found using Powell optimization or loaded from a previous optimization. Once we have the MAP, we can use it as a starting point for our MCMC sampler. We'll need a sampling function in order to draw MCMC samples to approximate the posterior distribution of the PMF model." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "# Draw MCMC samples.\n", "def _draw_samples(self, **kwargs):\n", " # kwargs.setdefault(\"chains\", 1)\n", " with self.model:\n", " self.trace = pm.sample(**kwargs)\n", "\n", "\n", "# Update our class with the sampling infrastructure.\n", "PMF.draw_samples = _draw_samples" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We could define some kind of default trace property like we did for the MAP, but that would mean using possibly nonsensical values for `nsamples` and `cores`. Better to leave it as a non-optional call to `draw_samples`. Finally, we'll need a function to make predictions using our inferred values for $U$ and $V$. For user $i$ and movie $j$, a prediction is generated by drawing from $\\mathcal{N}(U_i V_j^T, \\alpha)$. To generate predictions from the sampler, we generate an $R$ matrix for each $U$ and $V$ sampled, then we combine these by averaging over the $K$ samples.\n", "\n", "$$\n", "P(R_{ij}^* \\given R, \\alpha, \\alpha_U, \\alpha_V) \\approx\n", " \\frac{1}{K} \\sum_{k=1}^K \\mathcal{N}(U_i V_j^T, \\alpha)\n", "$$\n", "\n", "We'll want to inspect the individual $R$ matrices before averaging them for diagnostic purposes. So we'll write code for the averaging piece during evaluation. The function below simply draws an $R$ matrix given a $U$ and $V$ and the fixed $\\alpha$ stored in the PMF object." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "def _predict(self, U, V):\n", " \"\"\"Estimate R from the given values of U and V.\"\"\"\n", " R = np.dot(U, V.T)\n", " sample_R = rng.normal(R, self.std)\n", " # bound ratings\n", " low, high = self.bounds\n", " sample_R[sample_R < low] = low\n", " sample_R[sample_R > high] = high\n", " return sample_R\n", "\n", "\n", "PMF.predict = _predict" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One final thing to note: the dot products in this model are often constrained using a logistic function $g(x) = 1/(1 + exp(-x))$, that bounds the predictions to the range [0, 1]. To facilitate this bounding, the ratings are also mapped to the range [0, 1] using $t(x) = (x + min) / range$. The authors of PMF also introduced a constrained version which performs better on users with less ratings {cite:p}`salakhutdinov2008bayesian`. Both models are generally improvements upon the basic model presented here. However, in the interest of time and space, these will not be implemented here." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Evaluation\n", "\n", "### Metrics\n", "\n", "In order to understand how effective our models are, we'll need to be able to evaluate them. We'll be evaluating in terms of root mean squared error (RMSE), which looks like this:\n", "\n", "$$\n", "RMSE = \\sqrt{ \\frac{ \\sum_{i=1}^N \\sum_{j=1}^M I_{ij} (R_{ij} - R_{ij}^*)^2 }\n", " { \\sum_{i=1}^N \\sum_{j=1}^M I_{ij} } }\n", "$$\n", "\n", "In this case, the RMSE can be thought of as the standard deviation of our predictions from the actual user preferences." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "# Define our evaluation function.\n", "def rmse(test_data, predicted):\n", " \"\"\"Calculate root mean squared error.\n", " Ignoring missing values in the test data.\n", " \"\"\"\n", " I = ~np.isnan(test_data) # indicator for missing values\n", " N = I.sum() # number of non-missing values\n", " sqerror = abs(test_data - predicted) ** 2 # squared error array\n", " mse = sqerror[I].sum() / N # mean squared error\n", " return np.sqrt(mse) # RMSE" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Training Data vs. Test Data\n", "\n", "The next thing we need to do is split our data into a training set and a test set. Matrix factorization techniques use [transductive learning](http://en.wikipedia.org/wiki/Transduction_%28machine_learning%29) rather than inductive learning. So we produce a test set by taking a random sample of the cells in the full $N \\times M$ data matrix. The values selected as test samples are replaced with `nan` values in a copy of the original data matrix to produce the training set. Since we'll be producing random splits, let's also write out the train/test sets generated. This will allow us to replicate our results. We'd like to be able to identify which split is which, so we'll take a hash of the indices selected for testing and use that to save the data." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "# Define a function for splitting train/test data.\n", "def split_train_test(data, percent_test=0.1):\n", " \"\"\"Split the data into train/test sets.\n", " :param int percent_test: Percentage of data to use for testing. Default 10.\n", " \"\"\"\n", " n, m = data.shape # # users, # movies\n", " N = n * m # # cells in matrix\n", "\n", " # Prepare train/test ndarrays.\n", " train = data.copy()\n", " test = np.ones(data.shape) * np.nan\n", "\n", " # Draw random sample of training data to use for testing.\n", " tosample = np.where(~np.isnan(train)) # ignore nan values in data\n", " idx_pairs = list(zip(tosample[0], tosample[1])) # tuples of row/col index pairs\n", "\n", " test_size = int(len(idx_pairs) * percent_test) # use 10% of data as test set\n", " train_size = len(idx_pairs) - test_size # and remainder for training\n", "\n", " indices = np.arange(len(idx_pairs)) # indices of index pairs\n", " sample = rng.choice(indices, replace=False, size=test_size)\n", "\n", " # Transfer random sample from train set to test set.\n", " for idx in sample:\n", " idx_pair = idx_pairs[idx]\n", " test[idx_pair] = train[idx_pair] # transfer to test set\n", " train[idx_pair] = np.nan # remove from train set\n", "\n", " # Verify everything worked properly\n", " assert train_size == N - np.isnan(train).sum()\n", " assert test_size == N - np.isnan(test).sum()\n", "\n", " # Return train set and test set\n", " return train, test\n", "\n", "\n", "train, test = split_train_test(dense_data)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Results" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Uniform Random Baseline RMSE:\t1.68490\n", "Global Mean Baseline RMSE:\t1.11492\n", "Mean Of Means Baseline RMSE:\t1.00750\n" ] } ], "source": [ "# Let's see the results:\n", "baselines = {}\n", "for name in baseline_methods:\n", " Method = baseline_methods[name]\n", " method = Method(train)\n", " baselines[name] = method.rmse(test)\n", " print(\"{} RMSE:\\t{:.5f}\".format(method, baselines[name]))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As expected: the uniform random baseline is the worst by far, the global mean baseline is next best, and the mean of means method is our best baseline. Now let's see how PMF stacks up." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "scrolled": true, "tags": [ "hide-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:building the PMF model\n", "INFO:root:done building the PMF model\n" ] } ], "source": [ "# We use a fixed precision for the likelihood.\n", "# This reflects uncertainty in the dot product.\n", "# We choose 2 in the footsteps Salakhutdinov\n", "# Mnihof.\n", "ALPHA = 2\n", "\n", "# The dimensionality D; the number of latent factors.\n", "# We can adjust this higher to try to capture more subtle\n", "# characteristics of each movie. However, the higher it is,\n", "# the more expensive our inference procedures will be.\n", "# Specifically, we have D(N + M) latent variables. For our\n", "# Movielens dataset, this means we have D(2625), so for 5\n", "# dimensions, we are sampling 13125 latent variables.\n", "DIM = 10\n", "\n", "\n", "pmf = PMF(train, DIM, ALPHA, std=0.05)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Predictions Using MAP" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "scrolled": true, "tags": [ "hide-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:finding PMF MAP using L-BFGS-B optimization...\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
\n", " \n", " 100.00% [40/40 00:01<00:00 logp = -1.1376e+06, ||grad|| = 41,772]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:found PMF MAP in 5 seconds\n" ] } ], "source": [ "# Find MAP for PMF.\n", "pmf.find_map();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Excellent. The first thing we want to do is make sure the MAP estimate we obtained is reasonable. We can do this by computing RMSE on the predicted ratings obtained from the MAP values of $U$ and $V$. First we define a function for generating the predicted ratings $R$ from $U$ and $V$. We ensure the actual rating bounds are enforced by setting all values below 1 to 1 and all values above 5 to 5. Finally, we compute RMSE for both the training set and the test set. We expect the test RMSE to be higher. The difference between the two gives some idea of how much we have overfit. Some difference is always expected, but a very low RMSE on the training set with a high RMSE on the test set is a definite sign of overfitting." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "def eval_map(pmf_model, train, test):\n", " U = pmf_model.map[\"U\"]\n", " V = pmf_model.map[\"V\"]\n", " # Make predictions and calculate RMSE on train & test sets.\n", " predictions = pmf_model.predict(U, V)\n", " train_rmse = rmse(train, predictions)\n", " test_rmse = rmse(test, predictions)\n", " overfit = test_rmse - train_rmse\n", "\n", " # Print report.\n", " print(\"PMF MAP training RMSE: %.5f\" % train_rmse)\n", " print(\"PMF MAP testing RMSE: %.5f\" % test_rmse)\n", " print(\"Train/test difference: %.5f\" % overfit)\n", "\n", " return test_rmse\n", "\n", "\n", "# Add eval function to PMF class.\n", "PMF.eval_map = eval_map" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PMF MAP training RMSE: 2.63259\n", "PMF MAP testing RMSE: 2.63524\n", "Train/test difference: 0.00265\n", "PMF MAP Improvement: -1.62774\n" ] } ], "source": [ "# Evaluate PMF MAP estimates.\n", "pmf_map_rmse = pmf.eval_map(train, test)\n", "pmf_improvement = baselines[\"mom\"] - pmf_map_rmse\n", "print(\"PMF MAP Improvement: %.5f\" % pmf_improvement)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We actually see a decrease in performance between the MAP estimate and the mean of means performance. We also have a fairly large difference in the RMSE values between the train and the test sets. This indicates that the point estimates for $\\alpha_U$ and $\\alpha_V$ that we calculated from our data are not doing a great job of controlling model complexity. \n", "\n", "Let's see if we can improve our estimates by approximating our posterior distribution with MCMC sampling. We'll draw 500 samples, with 500 tuning samples." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Predictions using MCMC" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "scrolled": true, "tags": [ "hide-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Auto-assigning NUTS sampler...\n", "INFO:pymc:Auto-assigning NUTS sampler...\n", "Initializing NUTS using jitter+adapt_diag...\n", "INFO:pymc:Initializing NUTS using jitter+adapt_diag...\n", "/Users/severinhatt/miniconda3/envs/pymc-hack/lib/python3.9/site-packages/pymc/pytensorf.py:1005: UserWarning: The parameter 'updates' of pytensor.function() expects an OrderedDict, got . Using a standard dictionary here results in non-deterministic behavior. You should use an OrderedDict if you are using Python 2.7 (collections.OrderedDict for older python), or use a list of (shared, update) pairs. Do not just convert your dictionary to this type before the call as the conversion will still be non-deterministic.\n", " pytensor_function = pytensor.function(\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "INFO:pymc:Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [U, V]\n", "INFO:pymc:NUTS: [U, V]\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
\n", " \n", " 100.00% [4000/4000 36:13<00:00 Sampling 4 chains, 0 divergences]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Sampling 4 chains for 500 tune and 500 draw iterations (2_000 + 2_000 draws total) took 2194 seconds.\n", "INFO:pymc:Sampling 4 chains for 500 tune and 500 draw iterations (2_000 + 2_000 draws total) took 2194 seconds.\n", "The rhat statistic is larger than 1.01 for some parameters. This indicates problems during sampling. See https://arxiv.org/abs/1903.08008 for details\n", "INFO:pymc:The rhat statistic is larger than 1.01 for some parameters. This indicates problems during sampling. See https://arxiv.org/abs/1903.08008 for details\n", "The effective sample size per chain is smaller than 100 for some parameters. A higher number is needed for reliable rhat and ess computation. See https://arxiv.org/abs/1903.08008 for details\n", "ERROR:pymc:The effective sample size per chain is smaller than 100 for some parameters. A higher number is needed for reliable rhat and ess computation. See https://arxiv.org/abs/1903.08008 for details\n" ] } ], "source": [ "# Draw MCMC samples.\n", "pmf.draw_samples(draws=500, tune=500)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Diagnostics and Posterior Predictive Check\n", "\n", "The next step is to check how many samples we should discard as burn-in. Normally, we'd do this using a traceplot to get some idea of where the sampled variables start to converge. In this case, we have high-dimensional samples, so we need to find a way to approximate them. One way was proposed by {cite:t}`salakhutdinov2008bayesian`. We can calculate the Frobenius norms of $U$ and $V$ at each step and monitor those for convergence. This essentially gives us some idea when the average magnitude of the latent variables is stabilizing. The equations for the Frobenius norms of $U$ and $V$ are shown below. We will use `numpy`'s `linalg` package to calculate these.\n", "\n", "$$ \\|U\\|_{Fro}^2 = \\sqrt{\\sum_{i=1}^N \\sum_{d=1}^D |U_{id}|^2}, \\hspace{40pt} \\|V\\|_{Fro}^2 = \\sqrt{\\sum_{j=1}^M \\sum_{d=1}^D |V_{jd}|^2} $$" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "def _norms(pmf_model):\n", " \"\"\"Return norms of latent variables at each step in the\n", " sample trace. These can be used to monitor convergence\n", " of the sampler.\n", " \"\"\"\n", "\n", " norms = dict()\n", " norms[\"U\"] = xr.apply_ufunc(\n", " np.linalg.norm,\n", " pmf_model.trace.posterior[\"U\"],\n", " input_core_dims=[[\"users\", \"latent_factors\"]],\n", " kwargs={\"ord\": \"fro\", \"axis\": (-2, -1)},\n", " )\n", " norms[\"V\"] = xr.apply_ufunc(\n", " np.linalg.norm,\n", " pmf_model.trace.posterior[\"V\"],\n", " input_core_dims=[[\"movies\", \"latent_factors\"]],\n", " kwargs={\"ord\": \"fro\", \"axis\": (-2, -1)},\n", " )\n", "\n", " return xr.Dataset(norms)\n", "\n", "\n", "def _traceplot(pmf_model):\n", " \"\"\"Plot Frobenius norms of U and V as a function of sample #.\"\"\"\n", " fig, ax = plt.subplots(2, 2, figsize=(12, 7))\n", " az.plot_trace(pmf_model.norms(), axes=ax)\n", " ax[0][1].set_title(label=r\"$\\|U\\|_{Fro}^2$ at Each Sample\", fontsize=10)\n", " ax[1][1].set_title(label=r\"$\\|V\\|_{Fro}^2$ at Each Sample\", fontsize=10)\n", " ax[1][1].set_xlabel(\"Sample Number\", fontsize=10)\n", "\n", "\n", "PMF.norms = _norms\n", "PMF.traceplot = _traceplot" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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