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François Chollet's starred repositories

keras

Deep Learning for humans

Language:PythonApache-2.061169 1909 11920

scikit-learn

scikit-learn: machine learning in Python

Language:PythonBSD-3-Clause58606 2141 10924

caffe

Caffe: a fast open framework for deep learning.

Language:C++NOASSERTION33919 2098 4795

waifu2x

Image Super-Resolution for Anime-Style Art

Language:LuaMIT27274 709 358

bokeh

Interactive Data Visualization in the browser, from Python

Language:PythonBSD-3-Clause18949 441 7643

gensim

Topic Modelling for Humans

Language:PythonLGPL-2.115363 433 1838

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

Language:C++Apache-2.012827 318 394

Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor

Language:PythonNOASSERTION9860 540 2681

c3

:bar_chart: A D3-based reusable chart library

Language:JavaScriptMIT9326 268 2244

auto-sklearn

Automated Machine Learning with scikit-learn

Language:PythonBSD-3-Clause7454 215 1017

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

Language:PythonNOASSERTION7121 124 647

gl-matrix

Javascript Matrix and Vector library for High Performance WebGL apps

Language:JavaScriptMIT5290 154 289

deep-visualization-toolbox

DeepVis Toolbox

Language:PythonMIT3992 173 139

neon

Intel® Nervana™ reference deep learning framework committed to best performance on all hardware

Language:PythonApache-2.03870 326 389

Lasagne

Lightweight library to build and train neural networks in Theano

Language:PythonNOASSERTION3838 217 517

convnet-benchmarks

Easy benchmarking of all publicly accessible implementations of convnets

Language:PythonMIT2673 290 77

Arcade-Learning-Environment

The Arcade Learning Environment (ALE) -- a platform for AI research.

Language:C++GPL-2.02086 83 240

skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

Language:Python2047 107 84

glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

Language:PythonApache-2.01249 47 77

deep_q_rl

Theano-based implementation of Deep Q-learning

Language:PythonBSD-3-Clause1074 98 34

wiki2vec

Generating Vectors for DBpedia Entities via Word2Vec and Wikipedia Dumps. Questions? https://gitter.im/idio-opensource/Lobby

Language:Java600 45 35

Passage

A little library for text analysis with RNNs.

Language:PythonMIT531 78 28

neural-turing-machines

Attempt at implementing system described in "Neural Turing Machines." by Graves, Alex, Greg Wayne, and Ivo Danihelka. (http://arxiv.org/abs/1410.5401)

Language:Jupyter Notebook464 61 10

typeslab

Simple, shareable typographic posters

Language:JavaScriptAGPL-3.0285 13 13

SpriteKit-Spring

SpriteKit API reproducing UIView's spring animations with SKAction

Language:SwiftApache-2.0249 7 8

torch-hdf5

Torch interface to HDF5 library

Language:LuaNOASSERTION232 21 84

neuralslimevolley

Neural Slime Volleyball

Language:JavaScript204 110

lasagne-draw

Implementation of the DRAW network in lasagne

Language:Python199 12 2

kaggle-ndsb

Code for National Data Science Bowl. 10th place.

Language:LuaMIT44 60

fchollet