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Top Deep Learning Projects

A list of popular github projects related to deep learning (ranked by stars automatically).

Please update list.txt (via pull requests)

Project Name Stars Description
tensorflow 68684 Computation using data flow graphs for scalable machine learning
caffe 19958 Caffe: a fast open framework for deep learning.
keras 19190 Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
neural-style 14432 Torch implementation of neural style algorithm
CNTK 12240 Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
incubator-mxnet 10944 Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
deepdream 10496
data-science-ipython-notebooks 10021 Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
RocAlphaGo 8348 An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.
convnetjs 7879 Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
torch7 7225 http://torch.ch
deeplearning4j 7100 Deep Learning for Java, Scala & Clojure on Hadoop & Spark With GPUs - From Skymind
pytorch 7037 Tensors and Dynamic neural networks in Python with strong GPU acceleration
gym 6907 A toolkit for developing and comparing reinforcement learning algorithms.
Theano 6855 Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.
tflearn 6581 Deep learning library featuring a higher-level API for TensorFlow.
char-rnn 6539 Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
caffe2 5547 Caffe2 is a lightweight, modular, and scalable deep learning framework.
playground 5398 Play with neural networks!
Paddle 5350 PArallel Distributed Deep LEarning
Swift-AI 4919 The Swift machine learning library.
Machine-Learning-Tutorials 4749 machine learning and deep learning tutorials, articles and other resources
neuraltalk 4359 NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
TensorFlow-Tutorials 4091 Simple tutorials using Google's TensorFlow Framework
TopDeepLearning 3944 A list of popular github projects related to deep learning
tensorflow_tutorials 3675 From the basics to slightly more interesting applications of Tensorflow
tiny-dnn 3244 header only, dependency-free deep learning framework in C++14
neon 3197 Intel® Nervana™ reference deep learning framework committed to best performance on all hardware
chainer 2883 A flexible framework of neural networks for deep learning
PaintsChainer 2532 line drawing colorization using chainer
tensorlayer 2176 TensorLayer: Deep Learning and Reinforcement Learning Library for Researcher and Engineer.
dl-docker 2128 An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)
deepframeworks 1969 Evaluation of Deep Learning Frameworks
speech-to-text-wavenet 1733 Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow
DeepLearningZeroToAll 1352 TensorFlow Basic Tutorial Labs
Tensorflow-101 1322 TensorFlow Tutorials
tensorflow-deepq 1092 A deep Q learning demonstration using Google Tensorflow
DeepRL-Agents 712 A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
word-rnn-tensorflow 592 Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.
DeepLearningStars 207 Top Deep Learning Projects based on their Stars!
dlami 185 A Deep Learning Amazon Web Service (AWS) AMI that is open, free and works. Run in less than 5 minutes. TensorFlow, Keras, PyTorch, Theano, MXNet, CNTK, Caffe and all dependencies.

Last Automatic Update: Mon Sep 4 14:03:33 2017

Inspired by https://github.com/aymericdamien/TopDeepLearning

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