100 Best GitHub: 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:}
- 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:}
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
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
- 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’.
- junzhez/DeepLearningLibrary .. C# deep learning library
- 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
- 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
- DrkSephy/Deep-Learning .. A collection of Deep Learning Algorithms
- drshrey/deep_learning .. Playing around with the Alchemy API, and see what’s going on with Natural Language Processing and Deep Learning
- 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.
- 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.
- rocknrollnerd/deep_hierarchy .. Very simple deep learning model learning multuple layers of sparse features.
- 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)
- mimosavvy/PairsTradingDL .. Class project regarding a pairs trading strategy with deep learning and social information
- k1umino/deeplearning .. standard deep learning demo site
- SnippyHolloW/timit_tools .. tools around preparing TIMIT for HMM (with HTK) and deep learning (with Theano) methods
- 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