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1 | 1 | - name: "Deep Recurrent Nets character generation demo" |
| 2 | + desc: "This demo shows usage of the recurrentjs library train RNN and LSTM networks in JavaScript." |
2 | 3 | url: https://cs.stanford.edu/people/karpathy/recurrentjs/ |
3 | 4 | repo: https://github.com/karpathy/recurrentjs |
4 | 5 | license: MIT |
|
9 | 10 | img: https://cs.stanford.edu/people/karpathy/recurrentjs/eg.png |
10 | 11 |
|
11 | 12 | - name: "ConvNetJS" |
| 13 | + desc: "Various demos of deep learning in JavaScript, using ConvNetJS library." |
12 | 14 | url: https://cs.stanford.edu/people/karpathy/convnetjs/ |
13 | 15 | repo: https://github.com/karpathy/convnetjs |
14 | 16 | license: MIT |
|
19 | 21 | img: https://cs.stanford.edu/people/karpathy/convnetjs/cifar10.jpeg |
20 | 22 |
|
21 | 23 | - name: "Support Vector Machine in JavaScript" |
| 24 | + desc: "A lightweight implementation of the sequential minimal optimization algorithm to train a binary SVM model in JavaScript." |
22 | 25 | url: https://cs.stanford.edu/~karpathy/svmjs/demo/ |
23 | 26 | repo: https://github.com/karpathy/svmjs |
24 | 27 | license: MIT |
|
29 | 32 | img: imgs/svmjs.png |
30 | 33 |
|
31 | 34 | - name: "tSNEJS demo" |
| 35 | + desc: "tSNE used for clustering the 500 most-followed accounts on Twitter." |
32 | 36 | url: https://cs.stanford.edu/people/karpathy/tsnejs/ |
33 | 37 | repo: https://github.com/karpathy/tsnejs |
34 | 38 | license: MIT |
|
50 | 54 | img: imgs/forestjs.png |
51 | 55 |
|
52 | 56 | - name: "Keras.js" |
| 57 | + desc: "Keras.js is a library enabling running Keras models in the browser, with GPU support provided by WebGL 2." |
53 | 58 | url: https://transcranial.github.io/keras-js/#/ |
54 | 59 | repo: https://github.com/transcranial/keras-js |
55 | 60 | license: MIT |
|
60 | 65 | img: https://transcranial.github.io/keras-js/demos/assets/resnet50.png |
61 | 66 |
|
62 | 67 | - name: "Interactive visualization of word analogies in GloVe" |
| 68 | + desc: "king - man + woman is queen; but why? Explore word vectors interactively." |
63 | 69 | url: https://lamyiowce.github.io/word2viz/ |
64 | 70 | repo: https://github.com/lamyiowce/word2viz |
65 | 71 | license: MIT |
|
70 | 76 | img: https://lamyiowce.github.io/word2viz/word2viz_screenshot.png |
71 | 77 |
|
72 | 78 | - name: "A Neural Network Playground" |
| 79 | + desc: "Interactive visualization of simple neural networks, written in typescript using d3.js." |
73 | 80 | url: http://playground.tensorflow.org/ |
74 | 81 | repo: https://github.com/tensorflow/playground |
75 | 82 | license: Apache |
|
81 | 88 |
|
82 | 89 | - name: "A visual introduction to machine learning (Part 1)" |
83 | 90 | url: http://www.r2d3.us/visual-intro-to-machine-learning-part-1/ |
| 91 | + desc: "A demo of using a decision tree algorithm to distinguish houses in New York from houses in San Francisco" |
84 | 92 | repo: "" |
85 | 93 | license: "" |
86 | 94 | writeup: "" |
|
101 | 109 | img: http://www.r2d3.us/static/pages/decision-trees-part2-v2/part2-preview-en.png |
102 | 110 |
|
103 | 111 | - name: "D3 Graph Theory" |
| 112 | + desc: "Learn graph theory using interactive visualizations made in D3.js." |
104 | 113 | url: https://mrpandey.github.io/d3graphTheory/index.html |
105 | 114 | repo: https://github.com/mrpandey/d3graphTheory |
106 | 115 | license: GPL |
|
110 | 119 | uses: [demo, tutorial] |
111 | 120 | img: https://i.imgur.com/MAvlQgj.png |
112 | 121 |
|
113 | | -- name: "immersive linear algebra" |
| 122 | +- name: "Immersive linear algebra" |
| 123 | + desc: "The world's first linear algebra book with fully interactive figures." |
114 | 124 | url: http://immersivemath.com/ila/index.html |
115 | 125 | repo: "" |
116 | 126 | license: "" |
|
164 | 174 | uses: [demo, backend-dependent] |
165 | 175 | img: https://raw.githubusercontent.com/affinelayer/pix2pix-tensorflow/master/docs/examples.jpg |
166 | 176 |
|
167 | | -- name: "compromise" |
168 | | - desc: "modest natural-language processing in javascript" |
| 177 | +- name: "nlp-compromise" |
| 178 | + desc: "modest natural-language processing in JavaScript" |
169 | 179 | url: http://compromise.cool/ |
170 | 180 | repo: https://github.com/spencermountain/compromise |
171 | 181 | license: MIT |
|
176 | 186 | img: imgs/compromise.png |
177 | 187 |
|
178 | 188 | - name: "NeuroJS" |
179 | | - desc: "A javascript deep learning and reinforcement learning library" |
| 189 | + desc: "A JavaScript deep learning and reinforcement learning library" |
180 | 190 | url: https://janhuenermann.com/projects/learning-to-drive |
181 | 191 | repo: https://github.com/janhuenermann/neurojs |
182 | 192 | license: MIT |
|
229 | 239 | img: imgs/slimevolley.png |
230 | 240 |
|
231 | 241 | - name: "Can a neural network learn to recognize doodling?" |
232 | | - desc: "HTML5-JS Slime Volleyball clone created using ConvNetJS." |
| 242 | + desc: "" |
233 | 243 | url: https://quickdraw.withgoogle.com/ |
234 | 244 | repo: "" |
235 | 245 | license: "" |
|
260 | 270 | uses: [demo, backend-dependent] |
261 | 271 |
|
262 | 272 | - name: "LSTM Music Maker" |
263 | | - desc: "How evlolved LSTMS improvise on a melody you specify?" |
| 273 | + desc: "How evlolved LSTMs improvise on a melody you specify?" |
264 | 274 | url: https://www.sentient.ai/sentient-labs/ea/lstm-music/ |
265 | 275 | repo: "" |
266 | 276 | license: "" |
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