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 | 44239 | Computation using data flow graphs for scalable machine learning |
| caffe | 15624 | Caffe: a fast open framework for deep learning. |
| neural-style | 12506 | Torch implementation of neural style algorithm |
| keras | 11647 | Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow. |
| deepdream | 9766 | |
| RocAlphaGo | 7809 | 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. |
| char-rnn | 4796 | Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch |
| gym | 4749 | A toolkit for developing and comparing reinforcement learning algorithms. |
| tflearn | 4679 | Deep learning library featuring a higher-level API for TensorFlow. |
| tflearn | 4679 | Deep learning library featuring a higher-level API for TensorFlow. |
| playground | 4156 | Play with neural networks! |
| neuraltalk | 3978 | NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences. |
| Machine-Learning-Tutorials | 3588 | machine learning and deep learning tutorials, articles and other resources |
| TopDeepLearning | 3568 | A list of popular github projects related to deep learning |
| TensorFlow-Tutorials | 3123 | Simple tutorials using Google's TensorFlow Framework |
| tensorflow_tutorials | 3021 | From the basics to slightly more interesting applications of Tensorflow |
| tensorflow-deepq | 952 | A deep Q learning demonstration using Google Tensorflow |
| word-rnn-tensorflow | 284 | Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow. |
| DeepLearningStars | 49 | Top Stared Deep Learning Projects |
| tensorflow-aws-ami | 47 | A TensorFlow Amazon Web Service (AWS) AMI that is open, free and works. Run TensorFlow in less than 5 minutes. TensorFlow, Keras, OpenAI Gym and all dependencies. |
Last Automatic Update: Sun Jan 29 16:41:26 2017
Inspired by https://github.com/aymericdamien/TopDeepLearning
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