Список из 100 пунктов github для «глубокого обучения»

100 Best GitHub: Deep Learning

Список из 100 пунктов github для «глубокого обучения»

• tensorflow/tensorflow computation using data flow graphs for scalable machine learning

• opencv/opencv open source computer vision library

• bvlc/caffe caffe: a fast open framework for deep learning.

• fchollet/keras deep learning library for python. runs on tensorflow, theano, or cntk.

• aymericdamien/tensorflow-examples tensorflow tutorial and examples for beginners with latest apis

• 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

• exacity/deeplearningbook-chinese deep learning book chinese translation

• deeplearning4j/deeplearning4j deep learning for java, scala & clojure on hadoop & spark with gpus – from skymind

• microsoft/cntk microsoft cognitive toolkit (cntk), an open source deep-learning toolkit

• zuzoovn/machine-learning-for-software-engineers a complete daily plan for studying to become a machine learning engineer.

• songrotek/deep-learning-papers-reading-roadmap deep learning papers reading roadmap for anyone who are eager to learn this amazing tech!

• donnemartin/data-science-ipython-notebooks data science python notebooks: deep learning (tensorflow, theano, caffe, keras), scikit-learn, kaggle, big data (spar…

• mnielsen/neural-networks-and-deep-learning code samples for my book “neural networks and deep learning”

• terryum/awesome-deep-learning-papers the most cited deep learning papers

• christoschristofidis/awesome-deep-learning a curated list of awesome deep learning tutorials, projects and communities.

• pytorch/pytorch tensors and dynamic neural networks in python with strong gpu acceleration

• oxford-cs-deepnlp-2017/lectures oxford deep nlp 2017 course

• rasmusbergpalm/deeplearntoolbox matlab/octave toolbox for deep learning. includes deep belief nets, stacked autoencoders, convolutional neural nets, …

• ageron/handson-ml a series of jupyter notebooks that walk you through the fundamentals of machine learning and deep learning in python …

• udacity/deep-learning repo for the deep learning nanodegree foundations program.

• daviddao/deeplearningbook mit deep learning book in pdf format

• cmusatyalab/openface face recognition with deep neural networks.

• lisa-lab/deeplearningtutorials deep learning tutorial notes and code. see the wiki for more info.

• wepe/machinelearning basic machine learning and deep learning

• karpathy/convnetjs deep learning in javascript. train convolutional neural networks (or ordinary ones) in your browser.

• chiphuyen/stanford-tensorflow-tutorials this repository contains code examples for the course cs 20si: tensorflow for deep learning research.

• kjw0612/awesome-deep-vision a curated list of deep learning resources for computer vision

• ujjwalkarn/machine-learning-tutorials machine learning and deep learning tutorials, articles and other resources

• tflearn/tflearn deep learning library featuring a higher-level api for tensorflow.

• bulutyazilim/awesome-datascience ? an awesome data science repository to learn and apply for real world problems.

• paddlepaddle/paddle parallel distributed deep learning

• kailashahirwar/cheatsheets-ai essential cheat sheets for deep learning and machine learning researchers

• 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.

• hangtwenty/dive-into-machine-learning dive into machine learning with python jupyter notebook and scikit-learn!

• yusugomori/deeplearning deep learning (python, c, c++, java, scala, go)

• lazyprogrammer/machine_learning_examples a collection of machine learning examples and tutorials.

• hvass-labs/tensorflow-tutorials tensorflow tutorials with youtube videos

• davisking/dlib a toolkit for making real world machine learning and data analysis applications in c++

• yenchenlin/deeplearningflappybird flappy bird hack using deep reinforcement learning (deep q-learning).

• h2oai/h2o-3 open source fast scalable machine learning api for smarter applications (deep learning, gradient boosting, random for…

• davidsandberg/facenet face recognition using tensorflow

• explosion/spacy ? industrial-strength natural language processing (nlp) with python and cython

• nvidia/digits deep learning gpu training system

• cmu-perceptual-computing-lab/openpose openpose: real-time multi-person keypoint detection library for body, face, and hands estimation

• tiny-dnn/tiny-dnn header only, dependency-free deep learning framework in c++14

• lengstrom/fast-style-transfer tensorflow cnn for fast style transfer!

• rushter/mlalgorithms minimal and clean examples of machine learning algorithms

• eriklindernoren/ml-from-scratch python implementations of machine learning models and algorithms from scratch. aims to cover everything from data min…

• hunkim/deeplearningzerotoall tensorflow basic tutorial labs

• chainer/chainer a flexible framework of neural networks for deep learning

• hironsan/bosssensor hide screen when boss is approaching.

• yunjey/pytorch-tutorial pytorch tutorial for deep learning researchers

• 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

• alexjc/neural-enhance super resolution for images using deep learning.

• fchollet/deep-learning-models keras code and weights files for popular deep learning models.

• 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 —

• owainlewis/awesome-artificial-intelligence a curated list of artificial intelligence (ai) courses, books, video lectures and papers

• dennybritz/deeplearning-papernotes summaries and notes on deep learning research papers

• leriomaggio/deep-learning-keras-tensorflow introduction to deep neural networks with keras and tensorflow

• 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.

• aymericdamien/topdeeplearning a list of popular github projects related to deep learning

• tencent/ncnn ncnn is a high-performance neural network inference framework optimized for the mobile platform

• phillipi/pix2pix image-to-image translation with conditional adversarial nets

• koth/kcws deep learning chinese word segment

• vahidk/effectivetensorflow tensorflow tutorials and best practices.

• kuleshov/cs228-material teaching materials for the probabilistic graphical models and deep learning classes at stanford

• martin-gorner/tensorflow-mnist-tutorial sample code for “tensorflow and deep learning, without a phd” presentation and code lab.

• pkmital/cadl course materials/homework materials for the free mooc course on “creative applications of deep learning w/ tensorflow…

• oreilly-japan/deep-learning-from-scratch deep learning

• 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…

• tonybeltramelli/pix2code pix2code: generating code from a graphical user interface screenshot

• david-gpu/srez image super-resolution through deep learning

• zhec/realtime_multi-person_pose_estimation code repo for realtime multi-person pose estimation in cvpr’17 (oral)

• vdumoulin/conv_arithmetic a technical report on convolution arithmetic in the context of deep learning

• swift-ai/swift-ai the swift machine learning library.

• floydhub/dl-docker an all-in-one docker image for deep learning. contains all the popular dl frameworks (tensorflow, theano, torch, caff…

• ppwwyyxx/tensorpack a neural net training interface on tensorflow

• tensorflow/skflow simplified interface for tensorflow (mimicking scikit learn) for deep learning

• creatcodebuild/tensorflow-and-deeplearning-tutorial tensorflow & deep learning tutorial

• tobegit3hub/tensorflow_template_application tensorflow template application for deep learning

• openai/requests-for-research a living collection of deep learning problems

• intel-analytics/bigdl bigdl: distributed deep learning library for apache spark

• wendykan/deeplearningmovies kaggle’s competition for using google’s word2vec package for sentiment analysis

• balancap/ssd-tensorflow single shot multibox detector in tensorflow

• junyanz/pytorch-cyclegan-and-pix2pix image-to-image translation in pytorch (e.g. horse2zebra, edges2cats, and more)

• paddlepaddle/book deep learning 101 with paddlepaddle

• liuzhuang13/densenet densely connected convolutional networks, in cvpr 2017 (best paper award).

• nitishsrivastava/deepnet implementation of some deep learning algorithms.

• exacity/simplified-deeplearning simplified implementations of deep learning related works

• spandan-madan/deeplearningproject an in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

• 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.

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