{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### An example of Matrix Factorization used for recommendation.\n", "
\n", " | 1 | \n", "
---|---|
0 | \n", "A man visits the doctor. The doctor says \"I have bad news for you.You have cancer and Alzheimer's disease\". The man ... | \n", "
1 | \n", "This couple had an excellent relationship going until one day he came home from work to find his girlfriend packing.... | \n", "
2 | \n", "Q. What's 200 feet long and has 4 teeth? A. The front row at a Willie Nelson Concert. | \n", "
3 | \n", "Q. What's the difference between a man and a toilet? A. A toilet doesn't follow you around after you use it. | \n", "
4 | \n", "Q. What's O. J. Simpson's Internet address? A.\\tSlash slash backslash slash slash escape. | \n", "
5 | \n", "Bill & Hillary are on a trip back to Arkansas. They're almost out of gas so Bill pulls into a service station on the... | \n", "
6 | \n", "How many feminists does it take to screw in a light bulb?That's not funny. | \n", "
7 | \n", "Q. Did you hear about the dyslexic devil worshipper? A. He sold his soul to Santa. | \n", "
8 | \n", "A country guy goes into a city bar that has a dress code and the maitred' demands he wear a tie. Discouraged the guy... | \n", "
9 | \n", "Two cannibals are eating a clown one turns to other and says: \"Does this taste funny to you? | \n", "
\n", " | 0 | \n", "1 | \n", "2 | \n", "3 | \n", "4 | \n", "5 | \n", "6 | \n", "7 | \n", "8 | \n", "9 | \n", "... | \n", "90 | \n", "91 | \n", "92 | \n", "93 | \n", "94 | \n", "95 | \n", "96 | \n", "97 | \n", "98 | \n", "99 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "3.18 | \n", "19.79 | \n", "1.34 | \n", "2.84 | \n", "3.48 | \n", "2.50 | \n", "1.15 | \n", "15.17 | \n", "2.02 | \n", "6.24 | \n", "... | \n", "13.82 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "5.37 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "
1 | \n", "15.08 | \n", "10.71 | \n", "17.36 | \n", "15.37 | \n", "8.62 | \n", "1.34 | \n", "10.27 | \n", "5.66 | \n", "19.88 | \n", "20.22 | \n", "... | \n", "13.82 | \n", "6.05 | \n", "10.71 | \n", "18.86 | \n", "10.81 | \n", "8.86 | \n", "14.06 | \n", "11.34 | \n", "6.68 | \n", "12.07 | \n", "
2 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "20.03 | \n", "20.27 | \n", "20.03 | \n", "20.27 | \n", "0.00 | \n", "0.00 | \n", "... | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "20.08 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "
3 | \n", "0.00 | \n", "19.35 | \n", "0.00 | \n", "0.00 | \n", "12.80 | \n", "19.16 | \n", "8.18 | \n", "17.21 | \n", "0.00 | \n", "12.84 | \n", "... | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "11.53 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "
4 | \n", "19.50 | \n", "15.61 | \n", "6.83 | \n", "5.61 | \n", "12.36 | \n", "12.60 | \n", "18.04 | \n", "15.61 | \n", "10.56 | \n", "16.73 | \n", "... | \n", "16.19 | \n", "16.58 | \n", "15.27 | \n", "16.19 | \n", "16.73 | \n", "12.55 | \n", "14.11 | \n", "17.55 | \n", "12.80 | \n", "12.60 | \n", "
5 | \n", "4.83 | \n", "7.46 | \n", "11.44 | \n", "2.50 | \n", "3.91 | \n", "6.68 | \n", "2.31 | \n", "10.13 | \n", "4.35 | \n", "9.20 | \n", "... | \n", "7.46 | \n", "4.11 | \n", "10.32 | \n", "8.04 | \n", "8.82 | \n", "7.65 | \n", "11.05 | \n", "1.92 | \n", "5.95 | \n", "7.55 | \n", "
6 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "19.59 | \n", "1.15 | \n", "18.72 | \n", "19.79 | \n", "0.00 | \n", "0.00 | \n", "... | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "13.33 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "
7 | \n", "17.84 | \n", "14.16 | \n", "20.17 | \n", "4.79 | \n", "2.84 | \n", "9.30 | \n", "20.27 | \n", "12.41 | \n", "5.81 | \n", "6.58 | \n", "... | \n", "18.23 | \n", "9.88 | \n", "10.90 | \n", "5.32 | \n", "7.84 | \n", "7.65 | \n", "13.14 | \n", "10.95 | \n", "12.31 | \n", "11.00 | \n", "
8 | \n", "7.21 | \n", "7.46 | \n", "1.58 | \n", "4.11 | \n", "2.26 | \n", "10.71 | \n", "5.71 | \n", "2.07 | \n", "3.14 | \n", "9.40 | \n", "... | \n", "15.37 | \n", "10.71 | \n", "15.17 | \n", "10.71 | \n", "10.71 | \n", "10.71 | \n", "10.71 | \n", "10.71 | \n", "7.60 | \n", "6.05 | \n", "
9 | \n", "14.01 | \n", "16.15 | \n", "16.15 | \n", "14.01 | \n", "17.41 | \n", "16.15 | \n", "19.93 | \n", "13.52 | \n", "14.01 | \n", "19.16 | \n", "... | \n", "0.00 | \n", "15.47 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "
10 rows × 100 columns
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