- How deep learning allowed computers to see
- Yahoo open sources its deep learning AI that detects pornography
- Multi-view Self-supervised Deep Learning for 6D Pose Estimation in the Amazon Picking Challenge
- Six-Legged MANTIS Among Machines Swarming Out of Sci-Fi Into GTC Europe
- A simple workflow for deep learning
- Deep learning for complete beginners: neural network fine-tuning techniques by Cambridge …
- Deep Learning With Python Mini-Course
- Google Translate Boosted by Deep Learning
- Why Deep Learning Is Suddenly Changing Your Life
- Skymind raises $3M to bring its Java deep-learning library to the masses
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:
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
“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
- 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
- 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
- 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
- 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
- JoseLlarena/Deep-Learning-NER .. Re-Implementation of named entitiy recognition using deep neural networks.
- terrychenism/Deep_Learning_UFLDL .. The practice of Deep Learning
- carpedm20/neural-networks-and-deep-learning-ko .. Translation of Neural Networks and Deep Learning by Michael Nielsen
- 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
- wendykan/AWSGPU_DeepLearning .. Code to setup AWS GPU instance to run Daniel Nouri’s Facial Keypoints competition
- alexanderrich/DeepLearning .. projects for deep learning class
- Leonardo-mbc/deep-learning .. ?????????????????
- YUXingrui/Deep-Learning .. Deep Learning ??????