100 Best GitHub: Deep Learning

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

100 Best GitHub: Deep Learning

Deep Learning

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:}
• 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 MATLAB Videos | Deep Learning & Dialog Systems | MATLAB & Dialog Systems 2010 | MATLAB & Dialog Systems 2011 | MATLAB & Dialog Systems 2012 | MATLAB & Dialog Systems 2013 | Software Meta Guide

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deep-learning [100x Jul 2014]

• carpedm20/neuralnetworks-and-deeplearning-ko .. Translation of Neural Networks and Deep Learning by Michael Nielsen

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

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

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

• danluu/UFLDL-tutorial .. Deep Learning and Unsupervised Feature Learning Tutorial Solutions

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

• 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.

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

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

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

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

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

• agibsonccc/java-deeplearning .. Distributed Deep Learning Platform for Java, Clojure,Scala

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

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

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

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

• mpeaton/git—github.com-lisa-lab-DeepLearningTutorials ..

• daemonmaker/DMPC .. Repository for experimenting with combining deep learning and model predictive control techniques.

• woobe/deepr .. An R package to streamline the training, fine-tuning and predicting processes for deep learning based on ‘darch’ and ‘deepnet’.

• WanchaoYao/Deep-Learning ..

• junzhez/DeepLearningLibrary .. C# deep learning library

• chenrudan/deep-learning ..

• invinciblejha/invinciblejha.github.io .. Deep Learning/Machine Learning

• RAMLab/deepbrains .. DeepBrains is a deep learning framework based on GO programming language and common machine learning hierarchical models.

• colah/DL-Types-FP-posts .. Blog post exploring connection between Deep Learning, Types and Functional Programming

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

• jzlxiaohei/DeepLearningJs ..

• woooha/learn-deeplearning-the-hard-way .. Learn deep learning the hard way.

• firepl01t/Traffic-Detector .. A Deep Packet Inspection application that provides protocol recognition based on Machine Learning

• yhfudev/doc-ml-ufldl .. Unsupervised Feature Learning and Deep Learning Tutorial

• xrobin/DeepLearning .. R package for deep learning

• Misrab/deeplearning .. A collection of Go packages for Machine Learning, with an emphasis on Deep Learning

• PangZhi/DeepLearning ..

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

• mingminzhao/DeepLearning_MATLAB ..

• drshrey/deep_learning .. Playing around with the Alchemy API, and see what’s going on with Natural Language Processing and Deep Learning

• zhanghao-py/deep-learning-python ..

• 2518lab/dltotorial .. Deep Learning Tutorial

• nicholas-leonard/DeepLearningTutorials .. Tutorials from deeplearning.net converted for Torch

• DrDanRyan/ICU-Mortality .. Predicting in-hospital mortality for patients in the ICU using deep learning models.

• PhDP/ms_deep_transfer .. My thesis paper on a search-based approach to deep learning transfer.

• ZHONGHuanGit/Hand-written-digits-recognition .. use deep learning method to recognize hand written digits

• kristjankorjus/Replicating-DeepMind .. Reproducing the results of “Playing Atari with Deep Reinforcement Learning” by DeepMind

• hycis/pynet .. pynet is meant to be a flexible and modular deep learning framework base on theano.

• phillcoletti/Deep-Learning ..

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

• twlkyao/AndroidCode .. Some code of learning Android in deep.

• sherryshare/deep-learn-framework .. A distributed framework for deep learning.

• kmakantasis/DL-Multispectral .. Deep learning for multispectral imaging

• duguyue100/destina .. A fast, robust online deep learning architecture based on DeSTIN.

• Cysu/dlearn .. A deep learning Python module based on Theano.

• AIResearchLabs/DeepLearningResearch ..

• drolando/DeepLearning ..

• rocknrollnerd/deep_hierarchy .. Very simple deep learning model learning multuple layers of sparse features.

• einsnull/DeepLearningToolBox ..

• Jay-Zen/Deep-Learning-Tutorial-Exercises .. http://ufldl.stanford.edu/tutorial/

• jbarrow/deepC .. Deep Learning in C

• charlesxu90/Deep_learning .. Python code for Deep Learning

• zhaojunbo/paracel-SDAE .. The repo involves a Deep Learning method, Stacked Denoising Autoencoder. The repo exploits “paracel”, which is a new parallel computing framework.

• junwangcas/DeepLearning .. DeepLearning

• DrDanRyan/ML-Framework .. A modular machine learning framework for Matlab with an emphasis on deep neural network models.

• junku901/dnn .. Deep learning library for node.js. (Includes Logistic-Regression, MLP, RBM, DBN, CRBM, CDBN)

• findmyway/ch-neural-networks-and-deep-learning ..

• mimosavvy/PairsTradingDL .. Class project regarding a pairs trading strategy with deep learning and social information

• k1umino/deeplearning .. standard deep learning demo site

• RoyXue/DeepLearningModel ..

• SnippyHolloW/timit_tools .. tools around preparing TIMIT for HMM (with HTK) and deep learning (with Theano) methods

• roles/deep_learning_vision ..

• implus/DeepLearning .. DeepLearning Algorithm

• JamesBrofos/DeepJava .. Deep learning in Java

• xqcao/mywebapp .. Deep Learning is a new area of Machine Learning research, I share my deeper learning work overhere,

• EderSantana/DeepEEG .. Deep learning for EEG analysis. This script was used to generate the results of the paper “Joint Optimization of Algorithmic Suites for EEG analysis” at EMBC 2014

• jsuit/UFDL .. Deep learning tutorials

• phillcoletti/Deep-Learning-Project .. Dartmouth College CS189 Term Project

• ravishankaradepu/DeepLearning .. Contains various DL codes

• Robert0812/DeepSal .. Deep learning for salience

• samuel1208/UFLDL .. The solution of Andrew Unsupervised Feature Learning and Deep Learning

• VladKou/deep-learning .. NN and Deep Learning exercises

• ericstrobl/deepMKL .. Deep Multiple Kernel Learning by Span Bound

• TatsuyaOGth/ofxDeepLearning .. ofxDeepLearning is a wrapper based some deep learning algorithms.

• lamuguo/ufldl .. Deep Learning Tutorial

• terrychenism/Deep_Learning_UFLDL .. The practice of Deep Learning

• faithlessfriend/masque .. Experiments on Deep Learning and Emotion Classification

• davestanley/DNet-kNN .. Deep learning classifier

• upalh/DeepLearning .. Deep learning research project

• badbye/deep-learning .. exercises for deep learning, along with some classical articles

• nibroc/SimpleSocket .. A simple non-production, hobby library for socket operations. This is intended as a learning project to deeply familiarize myself with unix sockets. It is not intended for real use.

• tesatory/deeplearning-project .. code for deep learning class project

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

• kuprel/DeepLearningMathematica .. Simple Deep Neural Net in Mathematica

• bazinho/DeepLearning .. Deep Learning codes

• mnielsen/nnadl_site .. Web site for book on “Neural Networks and Deep Learning”

• TianqiTang/ufldl .. some exercises on deep learning

• daemonmaker/hedgehog .. Re-implementation of method in Playing Atari with Deep Reinforcement Learning paper.

• chausler/deep .. some temporal RBM based models we’re playing with. Deep Learning

• davidtysman/alchemy_tumblr .. “deep learning” analysis of a tumblr post with AlchemyAPI and PyTumblr (Python)

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

• sameeptandon/ufldl_tutorial .. Stanford Unsupervised Feature Learning and Deep Learning Tutorial site

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