100 Best GitHub: Deep Learning


Notes:

This 100 item list represents a search of github for “deep-learning”, Nov 2017.

Resources:

Wikipedia:

References:

See also:

100 Best Deep Belief Network Videos | 100 Best Deep Learning Videos | 100 Best DeepMind Videos100 Best Jupyter Notebook Videos100 Best MATLAB Videos | Deep Belief Network & Dialog Systems | Deep Learning & Dialog Systems 2016 | Deep Reasoning Systems | DeepDive | DNLP (Deep Natural Language Processing)MATLAB & Dialog Systems 2016 | Skipgram & Deep Learning 2016 | Word2vec Neural Network


[100x Nov 2017]

  • bvlc/caffe caffe: a fast open framework for deep learning.
  • fchollet/keras deep learning library for python. runs on tensorflow, theano, or cntk.
  • apache/incubator-mxnet lightweight, portable, flexible distributed/mobile deep learning with dynamic, mutation-aware dataflow dep scheduler;…
  • ty4z2008/qix machine learning?deep learning?postgresql?distributed system?node.js?golang
  • microsoft/cntk microsoft cognitive toolkit (cntk), an open source deep-learning toolkit
  • pytorch/pytorch tensors and dynamic neural networks in python with strong gpu acceleration
  • ageron/handson-ml a series of jupyter notebooks that walk you through the fundamentals of machine learning and deep learning in python …
  • karpathy/convnetjs deep learning in javascript. train convolutional neural networks (or ordinary ones) in your browser.
  • tflearn/tflearn deep learning library featuring a higher-level api for tensorflow.
  • amaas/stanford_dl_ex programming exercises for the stanford unsupervised feature learning and deep learning tutorial
  • caffe2/caffe2 caffe2 is a lightweight, modular, and scalable deep learning framework.
  • davisking/dlib a toolkit for making real world machine learning and data analysis applications in c++
  • h2oai/h2o-3 open source fast scalable machine learning api for smarter applications (deep learning, gradient boosting, random for…
  • explosion/spacy ? industrial-strength natural language processing (nlp) with python and cython
  • chainer/chainer a flexible framework of neural networks for deep learning
  • nervanasystems/neon intel® nervana™ reference deep learning framework committed to best performance on all hardware
  • tzutalin/labelimg ? labelimg is a graphical image annotation tool and label object bounding boxes in images
  • amzn/amazon-dsstne deep scalable sparse tensor network engine (dsstne) is an amazon developed library for building deep learning (dl) ma…
  • zsdonghao/tensorlayer tensorlayer: deep learning and reinforcement learning library for researcher and engineer.
  • mlpack/mlpack mlpack: a scalable c++ machine learning library —
  • conchylicultor/deepqa my tensorflow implementation of “a neural conversational model”, a deep learning based chatbot
  • junyanz/cyclegan software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
  • tencent/ncnn ncnn is a high-performance neural network inference framework optimized for the mobile platform
  • koth/kcws deep learning chinese word segment
  • kuleshov/cs228-material teaching materials for the probabilistic graphical models and deep learning classes at stanford
  • pkmital/cadl course materials/homework materials for the free mooc course on “creative applications of deep learning w/ tensorflow…
  • thtrieu/darkflow translate darknet to tensorflow. load trained weights, retrain/fine-tune using tensorflow, export constant graph def …
  • blei-lab/edward a library for probabilistic modeling, inference, and criticism. deep generative models, variational inference. runs o…
  • baidu/mobile-deep-learning this research aims at simply deploying cnn(convolutional neural network) on mobile devices, with low complexity and h…
  • floydhub/dl-docker an all-in-one docker image for deep learning. contains all the popular dl frameworks (tensorflow, theano, torch, caff…
  • tensorflow/skflow simplified interface for tensorflow (mimicking scikit learn) for deep learning
  • riweichen/deepface face analysis mainly based on caffe. at this time, face analysis tasks like detection, alignment and recognition have…
  • pair-code/deeplearnjs hardware-accelerated deep learning and linear algebra (numpy) library for the web.