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 | 49492 | Computation using data flow graphs for scalable machine learning |
| caffe | 16382 | Caffe: a fast open framework for deep learning. |
| keras | 12826 | Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow. |
| neural-style | 12822 | Torch implementation of neural style algorithm |
| deepdream | 9915 | |
| CNTK | 9821 | Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit |
| mxnet | 8676 | Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more |
| RocAlphaGo | 7941 | 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. |
| data-science-ipython-notebooks | 7207 | Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. |
| convnetjs | 6605 | Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser. |
| torch7 | 6483 | http://torch.ch |
| Theano | 5818 | 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. |
| gym | 5063 | A toolkit for developing and comparing reinforcement learning algorithms. |
| tflearn | 5050 | Deep learning library featuring a higher-level API for TensorFlow. |
| tflearn | 5050 | Deep learning library featuring a higher-level API for TensorFlow. |
| char-rnn | 5026 | Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch |
| Paddle | 4513 | PArallel Distributed Deep LEarning |
| playground | 4354 | Play with neural networks! |
| neuraltalk | 4032 | NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences. |
| Machine-Learning-Tutorials | 3792 | machine learning and deep learning tutorials, articles and other resources |
| TopDeepLearning | 3656 | A list of popular github projects related to deep learning |
| pytorch | 3646 | Tensors and Dynamic neural networks in Python with strong GPU acceleration |
| TensorFlow-Tutorials | 3383 | Simple tutorials using Google's TensorFlow Framework |
| tensorflow_tutorials | 3175 | From the basics to slightly more interesting applications of Tensorflow |
| PaintsChainer | 2171 | line drawing colorization using chainer |
| tensorlayer | 1311 | TensorLayer: Deep Learning and Reinforcement Learning Library for Researcher and Engineer. |
| Tensorflow-101 | 1002 | TensorFlow Tutorials |
| tensorflow-deepq | 990 | A deep Q learning demonstration using Google Tensorflow |
| word-rnn-tensorflow | 333 | Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow. |
| DeepRL-Agents | 214 | A set of Deep Reinforcement Learning Agents implemented in Tensorflow. |
| DeepLearningZeroToAll | 130 | TensorFlow Basic Tutorial Labs |
| DeepLearningStars | 127 | Top Deep Learning Projects based on their Stars! |
| tensorflow-aws-ami | 80 | A TensorFlow Amazon Web Service (AWS) AMI that is open, free and works. Run TensorFlow in less than 5 minutes. TensorFlow, Keras, TensorLayer, OpenAI Gym and all dependencies. |
Last Automatic Update: Wed Mar 8 00:40:12 2017
Inspired by https://github.com/aymericdamien/TopDeepLearning