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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