Top 100 Best Github：Deep Learning（深度学习）

原文地址：http://meta-guide.com/software-meta-guide/100-best-github-deep-learning

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Deep Learning

• Facebook Caffe2Go Deep-Learning System Powers Video ‘Style Transfer’ Test
  2016-11-09
• Global Microserver Market to Be Highly Driven by Deep Learning Applications
  2016-11-09
• Titan supercomputer tests new deep learning methods for cancer research
  2016-11-09
• Facebook Inc (NASDAQ:FB) Puts Deep Learning in the Palm of Your Hand
  2016-11-09
• Scientists Invent Deep Learning System for More Accurate Blood Pressure Measurement
  2016-11-09
• GTCx India – NVIDIA brings together best Indian minds in deep learning
  2016-11-08
• Ace Computers Partners with Leading Research Institute for Deep Learning Workstations and …
  2016-11-08
• How do I use deep learning to predict real-time movements in a game environment?
  2016-11-08
• Recipe: Optimized Caffe for Deep Learning on Intel Xeon Phi processor x200
  2016-11-08
• Deep learning with feature embedding for compound-protein interaction prediction
  2016-11-08

• Toshiba to advance deep learning with new neural network
  2016-11-08
• Can deep learning help solve lip reading?
  2016-11-08
• Machine Learning, Deep Learning, & Google RankBrain
  2016-11-08
• NVIDIA Brings Together Best Indian Minds in Deep Learning
  2016-11-08
• Toshiba debuts new ‘analogue’ chip for deep learning on IOT
  2016-11-07
• Toshiba Advances Deep Learning with Extremely Low Power Neuromorphic Processor
  2016-11-07
• Robots helped inspire deep learning might become
  2016-11-07
• Deep Learning Solution Architect
  2016-11-05
• Creation of a deep learning module in a healthcare text analytics platform / Internships / About …
  2016-11-05
• Deep Learning for Text
  2016-11-05

• Get the Deep Learning & Artificial Intelligence Introductory Bundle for 91% Off
  2016-11-05
• Deep Learning Automates the Quantitative Analysis of Individual Cells in Live-Cell Imaging …
  2016-11-05
• Deep Learning + Cultural Fit = Relevance
  2016-11-05
• How Deep Learning Is Helping Save Endangered Zebras
  2016-11-05
• This Chemist AI Will Invent New Drugs With Deep Learning
  2016-11-05
• The Deep Learning & AI Introductory Bundle will teach you the secrets behind today’s tech marvels …
  2016-11-04
• Amir Farbin, “Deep Learning in High Energy Physics”
  2016-11-04
• Accelerating Deep Learning and Machine Learning with Intel Libraries
  2016-11-04
• GeekDad Daily Deal: The Deep Learning and Artificial Intelligence Introductory Bundle
  2016-11-04
• Test Drive, community forum and deep learning toolkit added to Data Science Virtual Machine
  2016-11-04

Deep Learning

• RNA-protein binding motifs mining with a new hybrid deep learning based cross-domain …
  2016-11-04
• Deal: Deep Learning & Artificial Intelligence Bundle for $39 – 11/3/16
  2016-11-04
• Deep Learning in Aerial Systems Using Jetson
  2016-11-04
• Deep learning algorithms improve tumour detection in medical images
  2016-11-03
• bots, ai and deep learning – pitch it up
  2016-11-03
• Study Deep Learning and Artificial Intelligence online now
  2016-11-03
• Practical Deep Learning in Theano and TensorFlow
  2016-11-03
• Google Explains Machine Learning And Deep Learning; Plus: Short Takes From Educause 2016
  2016-11-03
• Researcher/Software Developer, Deep Learning
  2016-11-03
• Digital Offer: Get a Deep Learning and Artificial Intelligence introductory bundle for only $39
  2016-11-03

• Research Associate* in Deep Learning Video Analytics (52688)
  2016-11-03
• Using deep learning to update the drug discovery paradigm: an interview with Professor Jackie …
  2016-11-02
• The Deep Learning & Artificial Intelligence Introductory Bundle, Save 91%
  2016-11-02
• Deep Learning Algorithm Can Now Judge You by Your Face
  2016-11-02
• PhD student ‘Deep learning for oncologic imaging
  2016-11-02
• Deep learning machine vision system aids blind and visually impaired
  2016-11-02
• Deal: Deep learning and artificial intelligence course bundle – 91% off
  2016-11-02
• DataRobot Adds Deep Learning and New Techniques to Extract Insights from Advanced Models
  2016-11-01
• Deep learning: What businesses need to know
  2016-11-01
• The Deep Learning & Artificial Intelligence Introductory Bundle
  2016-11-01

• MIT Nightmare Machine uses deep learning AI to create horror
  2016-11-01
• Databricks Spark Platform Gets Deep Learning Boost
  2016-11-01
• Facilitating deep learning techniques with HPEC
  2016-11-01
• Saving Babies’ Lives With Deep Learning
  2016-11-01
• Similar Stories
  2016-11-01
• Deep Learning Research Review: Generative Adversarial Nets
  2016-11-01
• Deep learning systems to explain their decisions
  2016-10-31
• Databricks enters deep learning market
  2016-10-31
• Investigation on handling Structured & Imbalanced Datasets with Deep Learning
  2016-10-31
• Deep learning algorithm’s learn how to frighten us
  2016-10-31

Older posts

Notes:

This 100 item list represents a search of github for “deep-learning”, Apr 2015.  As of 2015, this is the most popular webpage on the Meta-Guide.com website.

Resources:

• aforgenet.com .. (microsoft.com/net + accord-framework.net = Windows) .. {related:}
• caffe.berkeleyvision.org .. speed makes Caffe perfect for industry use .. {related:}
• developer.nvidia.com/cuDNN .. GPU-accelerated library of primitives for deep neural networks .. {related:}
• github.com/maddin79/darch .. create deep architectures in the R programming language {related:}
• deeplearning4j.org .. commercial-grade deep-learning library written in Java .. {related:}
• keras.io .. Theano-based Deep Learning library {related:}
• deeplearning.net/software/theano .. supports GPU based model training and automatic code optimization in Python .. {related:}
• h2o.ai .. an open source parallel processing engine for machine learning {related:}

References:

• Neural Networks and Deep Learning (2014)

See also:

100 Best Deep Belief Network Videos | 100 Best Deep Learning Videos | 100 Best DeepMind Videos | 100 Best MATLAB Videos | Deep Belief Network & Dialog Systems | Deep Learning & Dialog Systems 2014 | Deep Reasoning Systems | DeepDive | DNLP (Deep Natural Language Processing) | MATLAB & Dialog Systems 2011 | MATLAB & Dialog Systems 2012 | MATLAB & Dialog Systems 2013 | MATLAB & Dialog Systems 2014 | Skipgram & Deep Learning 2014 | Word2vec Neural Network

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“deep-learning” [100x Apr 2015]

• yusugomori/DeepLearning .. Deep Learning (Python, C/C++, Java, Scala, Go)

• lisa-lab/DeepLearningTutorials .. Deep Learning Tutorial notes and code. See the wiki for more info.

• qiuwch/DeepLearning .. Deep learning code by Hinton

• mnielsen/neural-networks-and-deep-learning .. Code samples for my book “Neural Networks and Deep Learning”

• ChristosChristofidis/awesome-deep-learning .. A curated list of awesome Deep Learning tutorials, projects and communities.

• wendykan/DeepLearningMovies .. Kaggle’s competition for using Google’s word2vec package for sentiment analysis

• jaberg/DeepLearningBenchmarks ..

• memkite/DeepLearningBibliography .. Bibliography for Publications about Deep Learning using GPU

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

• nitishsrivastava/deepnet .. Implementation of some deep learning algorithms.

• andersbll/deeppy .. Deep learning in Python

• dmlc/cxxnet .. fast, concise, distributed deep learning framework

• NVIDIA/DIGITS .. Deep Learning GPU Training System

• dcatcher9/DeepLearning .. Simple and Cutting-edge Deep Learning Library accelerated with GPU using C++ AMP

• Syndrome777/DeepLearningTutorial .. Deep learning tutorial in Chinese/?????????

• vishwa-raman/DeepLearning .. Code to build MLP models for outdoor head orientation tracking

• gonzojive/deep-learning .. Deep learning algorithms: A sparse autoencoder (and someday more algorithms), implemented in Common Lisp.

• greeness/deep-learning .. Collection of deep learning resources.

• hannes-brt/hebel .. GPU-Accelerated Deep Learning Library in Python

• zygmuntz/kaggle-blackbox .. Deep learning made easy

• deeplearning4j/deeplearning4j .. Deep Learning for Java, Scala & Clojure on Hadoop & Spark

• ty4z2008/Qix .. Node.Js?Golang?Machine Learning?PostgreSQL?Deep Learning

• fchollet/keras .. Theano-based Deep Learning library

• ahelou2/deep-learning-scene-recognition .. Using convolutional deep belief nets to learn natural scene representations

• songjmcn/deep_learning .. ????

• dusano/DeepLearning .. Python implementation of UFLDL tutorial code

• zewemli/DeepLearning .. An OpenCL implementation of Deep Belief Networks and Restricted Boltzmann Machines

• nyanp/tiny-cnn .. deep learning(convolutional neural networks) in C++11/TBB

• bashrc/libdeep .. A deep learning library for C/C++

• phanein/deepwalk .. DeepWalk – Deep Learning for Graphs

• amaas/stanford_dl_ex .. Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

• ivan-vasilev/neuralnetworks .. java deep learning algorithms and deep neural networks with gpu acceleration

• guoding83128/OpenDL .. The Deep Learning training framework on Spark

• karpathy/convnetjs .. Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

• jatinshah/ufldl_tutorial .. Stanford Unsupervised Feature Learning and Deep Learning Tutorial

• bashrc/libdeep .. A deep learning library for C/C++

• nyanp/tiny-cnn .. deep learning(convolutional neural networks) in C++11/TBB

• phanein/deepwalk .. DeepWalk – Deep Learning for Graphs

• RichardKelley/deep-learning .. Repo for my intro course on Deep Learning

• ylecun/deep-learning-course .. Examples and exercises in Torch for the Deep Learning course at NYU

• vkaynig/ComputeFest2015_DeepLearning ..

• rasmusbergpalm/DeepLearnToolbox .. Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

• zellyn/deeplearning-class-2011 .. Code for Deep Learning class at Google

• nusinga/singa .. distributed deep learning training system

• jdeng/rbm-mnist .. C++ 11 implementation of Geoff Hinton’s Deep Learning matlab code

• dirkneumann/deepdist .. Lightning-Fast Deep Learning on Spark

• einsnull/DeepLearningToolBox ..

• priyaank/deep-learning .. Deep Learning Reading List of some of the materials i found on the web for Deep Learning beginners.

• xrobin/DeepLearning .. R package for deep learning

• JimmyLin192/DeepLearning .. Github repository for group study towards Deep learning

• colah/Visualizing-Deep-Learning .. A series of blog posts on visualizing deep learning.

• TorontoDeepLearning/TorontoDeepLearning.github.io .. Webpage for Toronto Deep Learning Code

• chonglinsun/DeepLearning .. Stanford Deep Learning

• SnippyHolloW/DL4H .. Deep learning for hackers: a hands-on approach to machine learning and deep learning.

• erikbern/deep-pink .. Deep Pink is a chess AI that learns to play chess using deep learning.

• tariqdaouda/Mariana .. The cutest Deep Learning Framework ever

• Lewuathe/n42 .. Deep learning module for nodejs

• BVLC/caffe-tutorial .. DIY Deep Learning for Vision: a Hands-On Tutorial with Caffe

• nicholas-leonard/dp .. A deep learning library for streamlining research and development using the Torch7 distribution.

• lucktroy/regression-deep-learning .. Deep learning for regression

• kahitomi/Deep-Learning .. It is for my MSc final project

• baojie/senna .. a fork of Ronan Collobert’s senna deep learning based NLP tools

• pannous/caffe-speech-recognition .. Speech Recognition with the Caffe deep learning framework

• deeplearningparis/dl-machine .. Scripts to setup a GPU / CUDA-enabled compute server with libraries for deep learning

• howarth/DeepLearnLab .. Deep Learning in Matlab

• pannous/caffe-ocr .. OCR with caffe deep learning framework

• jcjohnson/DeepLearningTheory ..

• primaryobjects/deep-learning .. Simple example of using the Accord .NET C# library to implement a deep-learning neural network (deep belief network) with machine learning. Solves XOR and an ASCII digit dataset.

• justanotherbrain/deep-learning .. Deep Learning with Yann LeCun

• DrkSephy/Deep-Learning .. A collection of Deep Learning Algorithms

• mhlee1116/DeepLearningDropout .. MATLAB implementation of Deep Learning with dropout

• taranai/DeepLearning ..

• JoseLlarena/Deep-Learning-NER .. Re-Implementation of named entitiy recognition using deep neural networks.

• roles/deep_learning ..

• terrychenism/Deep_Learning_UFLDL .. The practice of Deep Learning

• jasonustc/DeepLearning ..

• carpedm20/neural-networks-and-deep-learning-ko .. Translation of Neural Networks and Deep Learning by Michael Nielsen

• solrac-ceam/DIP_DeepLearning ..

• yifeng-li/deep_learning .. Deep Learning Package in Python Based on The Deep Learning Tutorials and Theano

• zhushun0008/deepLearningExerciseOfStanfordOnline .. This project includes how to implement sparse autoEncoder, Vectorization, and so on.

• poweltalwar/DeepLearning .. a repo for my B.tech project

• uchicago-cs/deepdish .. Deep learning experiments at the University of Chicago

• wichtounet/dll .. Deep Learning Library (DLL) for C++

• cran/deepnet .. deep learning toolkit in R

• yajiemiao/pdnn .. PDNN: A Python Toolkit for Deep Learning. http://www.cs.cmu.edu/~ymiao/pdnntk.html

• tleyden/elastic-thought .. Scalable REST API for the Caffe deep learning framework

• phvu/deeplearn .. Deep Learning in C++

• mihaelacr/pydeeplearn .. Deep learning API with emotion recognition application

• ccorcos/deep-learning .. Some deep learning models and experiments built with Theano.

• revantkumar/Deep-Learning .. Solutions to Assignments of Deep Learning Class (CS-8803DL at Gatech)

• YabinHu/OclDeepLearning .. A deep learning implementation with OpenCL

• jhoward/deep_learning .. Stanford deep learning tutorial

• romaindeveaud/deep-learning-nlp ..

• manojstonybrook/Deep_Learning ..

• ajtulloch/DeepLearning.jl ..

• wendykan/AWSGPU_DeepLearning .. Code to setup AWS GPU instance to run Daniel Nouri’s Facial Keypoints competition

• cdathuraliya/deep-learning ..

• alexanderrich/DeepLearning .. projects for deep learning class

• Leonardo-mbc/deep-learning .. ?????????????????

YUXingrui/Deep-Learning .. Deep Learning ??????