randnx / deeplearningstars

Top Deep Learning Projects based on their Stars!

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	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