100 Best GitHub: Deep Learning
Список из 100 пунктов github для «глубокого обучения»
- 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 …
- 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
- nervanasystems/neon intel® nervana™ reference deep learning framework committed to best performance on all hardware
- 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.
- 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
- 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
- openai/requests-for-research a living collection of deep learning problems
- riweichen/deepface face analysis mainly based on caffe. at this time, face analysis tasks like detection, alignment and recognition have…