netron : Visualizer for deep learning and machine learning models
author: lutzroeder
created: 2010-12-26 12:53:43
ai caffe caffe2 coreml deep-learning deeplearning keras machine-learning machinelearning ml mxnet neural-network onnx paddle pytorch scikit-learn tensorflow tensorflow-lite torch visualizer javascript


awesome-image-classification : A curated list of deep learning image classification papers and codes
author: weiaicunzai
created: 2012-05-23 14:07:04
awesome awesome-list computer-vision deep-learning image-classification papers


mahjong : 开源中文分词工具包，中文分词Web API，Lucene中文分词，中英文混合分词
author: yingrui
created: 2012-10-25 14:50:57
chinese-text-segmentation crf deep-learning dijkstra go hmm pinyin scala viterbi


tiny-dnn : header only, dependency-free deep learning framework in C++14
author: tiny-dnn
created: 2012-12-17 14:08:06
c-plus-plus deep-learning machine-learning neural-network c++


DeepLearning : Deep Learning (Python, C, C++, Java, Scala, Go)
author: yusugomori
created: 2013-01-01 16:23:53
deep-learning java


glacier : LWRP for glacier backups
author: express42
created: 2013-07-19 09:01:36
chef cookbooks deep-learning ruby


caffe : Caffe: a fast open framework for deep learning.
author: BVLC
created: 2013-09-12 18:39:48
deep-learning machine-learning vision c++


dlib : A toolkit for making real world machine learning and data analysis applications in C++
author: davisking
created: 2014-01-29 00:45:33
c-plus-plus computer-vision deep-learning machine-learning machine-learning-library python c++


h2o-3 : Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), ...)
author: h2oai
created: 2014-03-03 16:08:07
automatic big-data data-science deep-learning distributed ensemble-learning gbm gpu h2o hadoop java machine-learning multi-threading naive-bayes opensource pca python r random-forest spark


FAST : Framework for Heterogeneous Medical Image Computing and Visualization
author: smistad
created: 2014-03-18 21:26:28
deep-learning gpu-computing medical-imaging opencl parallel-computing streaming ultrasound visualization c++


matlab-mnist-two-layer-perceptron : A two layer perceptron implemented in MatLab to recognize handwritten digits based on the MNIST dataset.
author: davidstutz
created: 2014-03-30 18:56:27
deep-learning matlab


Qix : Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
author: ty4z2008
created: 2014-04-20 11:03:15
awesome deep-learning distributed distributed-computing distributed-systems go machine-learning postgresql


ufldl_tutorial : Stanford Unsupervised Feature Learning and Deep Learning Tutorial
author: jatinshah
created: 2014-04-30 05:18:48
convolutional-neural-networks deep-learning deep-learning-tutorial python


awesome-datascience : :memo: An awesome Data Science repository to learn and apply for real world problems.
author: bulutyazilim
created: 2014-07-05 07:07:43
analytics awesome-list data-mining data-science data-scientists data-visualization deep-learning machine-learning science


deeplearningsourceseparation : Deep Recurrent Neural Networks for Source Separation
author: posenhuang
created: 2014-07-20 23:41:38
audio-separation deep-learning matlab rnn source-separation speech-denoising speech-separation


machine_learning_examples : A collection of machine learning examples and tutorials.
author: lazyprogrammer
created: 2014-07-31 23:40:45
data-science deep-learning machine-learning natural-language-processing python reinforcement-learning


dllib : dllib is a distributed deep learning library running on Apache Spark
author: Lewuathe
created: 2014-08-02 05:29:16
deep-learning mllib scala spark css


ConvolutionalEmotion : A deep convolutional neural network system for live emotion detection
author: Zebreu
created: 2014-08-16 15:58:12
caffe decaf deep-learning machine-learning neural-network opencv python


neon : Intel® Nervana™ reference deep learning framework committed to best performance on all hardware
author: NervanaSystems
created: 2014-10-16 01:00:17
deep-learning fast mkl neon neural-network performance python


thinc : 🔮 spaCy's Machine Learning library for NLP in Python
author: explosion
created: 2014-10-16 16:34:59
ai artificial-intelligence deep-learning machine-learning machine-learning-library natural-language-processing nlp python spacy


LambdaNet : Purely functional artificial neural network library implemented in Haskell.
author: jbarrow
created: 2014-11-14 20:05:28
deep-learning haskell haskell-library neural-networks


heya : Robot moves over a grid world, and transmit the information
author: wasupu
created: 2014-11-18 20:07:05
deep-learning python3 reinforcement-learning robot


DigitRecognition : Digit recognition using deep learning (convolutional neural networks)
author: lhoang29
created: 2014-12-09 02:31:07
computer-vision convolutional-neural-networks deep-learning digit-recognition matlab


rnn_ctc : Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.
author: rakeshvar
created: 2014-12-12 06:35:10
captcha ctc ctc-loss deep-learning gru lstm neural-network ocr python recurrent-neural-networks rnn rnn-ctc speech-recognition speech-to-text theano


mlpack : mlpack: a scalable C++ machine learning library --
author: mlpack
created: 2014-12-17 18:16:59
c-plus-plus deep-learning machine-learning machine-learning-library nearest-neighbor-search regression c++


R-examples : Example of intraday stop loss behaviour
author: prodipta
created: 2014-12-20 22:30:58
deep-learning trading trading-strategies r


mlx : Machine Learning Explorations - A list of machine learning resources
author: steven2358
created: 2015-01-02 17:57:37
deep-learning machine-learning


awesome-deep-learning : A curated list of awesome Deep Learning tutorials, projects and communities.
author: ChristosChristofidis
created: 2015-01-02 19:28:35
awesome awesome-list deep-learning deep-learning-tutorial deep-networks face-images machine-learning neural-network recurrent-networks


cn24 : Convolutional (Patch) Networks for Semantic Segmentation
author: cvjena
created: 2015-01-06 11:29:30
convolutional-networks deep-learning opencl segmentation c++


neuralnilm_prototype :
author: JackKelly
created: 2015-01-20 13:04:29
deep-learning energy energy-disaggregation neural-networks nilm jupyter notebook


data-science-ipython-notebooks : Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
author: donnemartin
created: 2015-01-23 19:38:29
aws big-data caffe data-science deep-learning hadoop kaggle keras machine-learning mapreduce matplotlib numpy pandas python scikit-learn scipy spark tensorflow theano


awesome-artificial-intelligence : A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers
author: owainlewis
created: 2015-01-27 09:27:48
ai artificial-intelligence deep-learning intelligent-machines intelligent-systems machine-intelligence machine-learning neural-network reinforcement-learning statistical-learning unsupervised-learning


seldon-server : Machine Learning Platform and Recommendation Engine built on Kubernetes
author: SeldonIO
created: 2015-02-11 13:49:35
aws azure cloud deep-learning deployment docker gcp java kafka kafka-streams kubernetes machine-learning microservices prediction python recommendation-engine recommender-system seldon spark tensorflow


seminar-neural-networks : Seminar paper "Introduction to Neural Networks".
author: davidstutz
created: 2015-02-12 01:39:12
deep-learning pattern-recognition rwth-aachen-university seminar-paper tex


learnopencv : Learn OpenCV : C++ and Python Examples
author: spmallick
created: 2015-02-17 08:00:51
ai computer-vision computervision deep-learning deep-neural-networks deeplearning machine-learning opencv opencv-cpp opencv-library opencv-python opencv-tutorial opencv3 jupyter notebook


dive-into-machine-learning : Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
author: hangtwenty
created: 2015-02-22 23:48:16
courses data-science deep-learning diy ipython-notebook jupyter-notebook learning learning-by-doing machine-learning python scikit-learn


dockerfiles : Compilation of Dockerfiles with automated builds enabled on the Docker Registry
author: Kaixhin
created: 2015-02-28 14:12:33
cuda deep-learning docker dockerfiles machine-learning vnc dockerfile


image_space : Interactive Image similarity and Visual Search and Retrieval application
author: nasa-jpl-memex
created: 2015-03-02 19:56:12
alexnet computer-vision deep-learning image-analysis image-recognition image-similarity image-viewer jpl kitware machine-learning python tika tika-python


RNNSharp : RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.
author: zhongkaifu
created: 2015-03-11 21:17:48
c-sharp crf deep-learning dotnet lstm machine-learning nlp recurrent-neural-networks rnn rnn-model sequence-labeling c#


DIGITS : Deep Learning GPU Training System
author: NVIDIA
created: 2015-03-17 16:00:20
caffe deep-learning gpu machine-learning torch html


easy12306 : 使用机器学习算法完成对12306验证码的自动识别
author: zhaipro
created: 2015-03-23 09:37:12
captcha deep-learning keras mathematics python


benchm-ml : A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
author: szilard
created: 2015-03-28 00:34:18
data-science deep-learning gradient-boosting-machine h2o machine-learning python r random-forest spark xgboost


keras : Deep Learning for humans
author: keras-team
created: 2015-03-28 00:35:42
data-science deep-learning machine-learning neural-networks python tensorflow


isingLenzMC : isingLenzMC: Monte Carlo for Classical Ising Model (with core C library)
author: msuzen
created: 2015-04-07 07:42:47
deep-learning hopfield hopfield-network ising-model monte-carlo neural-networks physics spin-glass statistical-mechanics r


tangkk-mirex-ace : large vocabulary automatic chord estimation with deep learning
author: tangkk
created: 2015-04-15 15:07:42
chord chords deep-learning music music-information-retrieval matlab


Caffe-DeepBinaryCode : Supervised Semantics-preserving Deep Hashing (TPAMI18)
author: kevinlin311tw
created: 2015-04-20 08:32:14
caffe convolutional-neural-networks deep-learning hashing image-retrieval supervised-learning c++


label_generator : Training data generator for text detection
author: domoritz
created: 2015-04-30 07:21:26
deep-learning neural-network python text-detection


incubator-mxnet : Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
author: apache
created: 2015-04-30 16:21:15
artificial-intelligence deep-learning deep-neural-networks distributed-systems machine-learning mxnet c++


today-AI-learned : Training a classifier to reddit's TIL to find new things on Wikipedia
author: thoppe
created: 2015-05-09 03:53:35
deep-learning reddit wikipedia python


GermanWordEmbeddings : Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
author: devmount
created: 2015-05-22 08:30:00
deep-learning deep-neural-networks evaluation gensim german-language model natural-language-processing neural-network nlp training word-embeddings word2vec jupyter notebook


deepdetect : Deep Learning API and Server in C++11 support for Caffe, Caffe2, Dlib, Tensorflow, XGBoost and TSNE
author: jolibrain
created: 2015-05-22 14:45:28
caffe caffe2 deep-learning deepdetect detectron dlib gpu image-classification image-segmentation machine-learning ncnn neural-nets object-detection rest-api server tensorflow tsne xgboost c++


FreeWill : A deep learning library in C++/CUDA
author: shi-yan
created: 2015-05-28 03:33:55
cnn cuda deep-learning dnn machine-learning neural-network qt5 javascript


chainer : A flexible framework of neural networks for deep learning
author: chainer
created: 2015-06-05 05:50:37
chainer cuda cudnn cupy deep-learning gpu machine-learning neural-network neural-networks numpy python


Aij : A simple Java AI library for personal use.
author: JosephCatrambone
created: 2015-06-07 21:24:42
ai backpropagation computational-graphs convolutional-neural-networks deep-learning deep-neural-networks machine-learning ml java


chainer-cifar10 : Various CNN models for CIFAR10 with Chainer
author: mitmul
created: 2015-06-09 14:39:43
chainer cifar10 convnet convolutional-neural-networks deep-convolutional-networks deep-learning densenet network-in-network neural-networks residual-networks resnet vgg wide-residual-networks python


SketchingAI : Sketching AI, based on a convolutional neural network and genetic algorithm
author: Zebreu
created: 2015-06-11 17:30:13
deep-learning genetic-algorithm neural-network python


ConvChess : Convolutional Neural Networks learns to play chess moves
author: ashudeep
created: 2015-06-15 12:11:23
chess chess-engine convolutional-neural-networks deep-learning regression-train jupyter notebook


acerta-abide : Deep learning using the ABIDE data
author: lsa-pucrs
created: 2015-06-25 19:12:53
abide-data deep-learning inscer neuroimaging tensorflow python


ViZDoom : Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information. :godmode:
author: mwydmuch
created: 2015-06-26 18:38:23
deep-learning doom examples lua python reinforcement-learning vizdoom c++


D-GEX : Deep learning for gene expression inference
author: uci-cbcl
created: 2015-06-28 16:41:05
deep-learning gene-expression python


Kaggle-Machine-Learning-Competitions : My solutions to some of Kaggle Machine Learning competitions. The repository contains 3 sections that divides the problems to 3 difficulties (Easy, Medium, Hard) according to the difficulty i faced during understanding or implementing the problem solution.
author: AhmedHani
created: 2015-06-29 15:47:49
competitive-programming deep-learning machine-learning python statistics jupyter notebook


char-ner : Multi lingual character based named entity recognizer
author: ozanarkancan
created: 2015-07-06 08:57:42
bidirectional-lstms character-level deep-learning multilingual named-entity-recognition python


ParallelDots-Python-API : Python repository for ParallelDots API Wrapper
author: ParallelDots
created: 2015-07-10 11:24:59
computer-vision data-science deep-learning machine-learning nlp python


imgaug : Image augmentation for machine learning experiments.
author: aleju
created: 2015-07-10 20:31:33
affine-transformation augmentation deep-learning image-augmentation images machine-learning python


Deep-Spying : Spying using Smartwatch and Deep Learning
author: tonybeltramelli
created: 2015-07-23 08:25:48
data-science deep-learning neural-networks privacy recurrent-neural-networks security wearable-devices python


torchlib : Data structures, algorithms, and ML/NLP tools in Lua.
author: vzhong
created: 2015-07-31 07:08:45
deep-learning torch lua


DeepStuff :
author: hanialshater
created: 2015-08-03 21:43:47
deep-learning paper tensorflow tutorial


h2o-tutorials : Tutorials and training material for the H2O Machine Learning Platform
author: h2oai
created: 2015-08-05 20:26:22
data-science deep-learning h2o machine-learning python r tutorial jupyter notebook


face-comparer : Neural net to compare human faces.
author: aleju
created: 2015-08-06 19:32:44
deep-learning keras python


nideep : collection of utilities to use with deep learning libraries (e.g. caffe)
author: nigroup
created: 2015-08-07 09:56:23
caffe deep-learning deep-neural-networks hdf5 lmdb machine-learning python


cv : computer vision
author: vsmolyakov
created: 2015-08-11 18:47:17
computer-vision deep-learning image-processing image-segmentation manifold topic-modeling tracking python


elephas : Distributed Deep learning with Keras & Spark
author: maxpumperla
created: 2015-08-13 12:09:19
deep-learning distributed-computing keras neural-networks spark python


Deep-Learn-Oil : Deep learning tools for predicting oil well data
author: akashlevy
created: 2015-08-13 19:56:57
data-processing dataset deep-learning harvard keras neural-network petroleum python research


MP-CNN-Torch : Multi-Perspective Convolutional Neural Networks for modeling textual similarity (He et al., EMNLP 2015)
author: castorini
created: 2015-08-14 22:51:47
convolutional-neural-networks deep-learning similarity-measurement lua


Deep-Learning-TensorFlow : Ready to use implementations of various Deep Learning algorithms using TensorFlow.
author: blackecho
created: 2015-08-17 07:08:07
deep-learning tensorflow python


iOS_ML : List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog.
author: alexsosn
created: 2015-08-18 08:44:46
artificial-intelligence awesome-list computer-vision deep-learning gpgpu machine-learning natural-language-processing neural-network speech-recognition swift


SWDT : Sang-Wook's Development and Testing (SWDT)
author: sangwook236
created: 2015-08-21 08:18:46
artificial-intelligence computer-vision deep-learning failure-analysis machine-learning machine-science pattern-recognition reinforcement-learning robotics c++


CityNet : A neural network classifier for urban soundscapes
author: mdfirman
created: 2015-08-21 09:17:30
audio-classification biodiversity deep-learning ecoacoustics ecology london neural-network soundscapes urban-ecology jupyter notebook


face-generator : Generate human faces with neural networks
author: aleju
created: 2015-08-27 20:37:37
deep-learning face gan lua torch


papers-I-read : A-Paper-A-Week
author: shagunsodhani
created: 2015-08-29 17:43:27
analytics artificial-intelligence computer-science deep-learning machine-learning neural-network research-paper css


ArtsyNetworks : Deep Learning + Arts
author: ogencoglu
created: 2015-09-04 01:06:15
deep-learning style-transfer python


dgd_person_reid : Domain Guided Dropout for Person Re-identification
author: Cysu
created: 2015-09-05 08:40:07
caffe deep-learning domain-guided-dropout person-reidentification python


ML-Systems : papers on scalable and efficient machine learning systems
author: ljk628
created: 2015-09-09 02:50:26
convolutional-neural-networks deep-learning distributed-computing machine-learning optimization


Machine-Learning-Tutorials : machine learning and deep learning tutorials, articles and other resources
author: ujjwalkarn
created: 2015-09-12 14:51:38
awesome awesome-list deep-learning deep-learning-tutorial deep-neural-networks deeplearning list machine-learning machinelearning neural-network neural-networks


openface : Face recognition with deep neural networks.
author: cmusatyalab
created: 2015-09-16 12:47:27
deep-learning face-recognition facenet lua


Face-landmarks-detection-benchmark : Face landmarks(fiducial points) detection benchmark
author: mrgloom
created: 2015-09-22 14:04:00
benchmark convolutional-neural-networks deep-learning face-landmarks


OSMDeepOD : OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "OSM-Crosswalk-Detection").
author: geometalab
created: 2015-09-23 09:24:16
bing convolutional-neural-networks deep-learning image-detection image-segmentation machine-learning openstreetmap osm python tensorflow


deepchem : Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
author: deepchem
created: 2015-09-24 23:20:28
biology deep-learning drug-discovery materials-science quantum-chemistry python


mvcnn : Multi-view CNN (MVCNN) for shape recognition
author: suhangpro
created: 2015-09-25 20:53:09
computer-graphics computer-vision convolutional-neural-networks deep-learning matlab


vdetlib : Video detection library
author: myfavouritekk
created: 2015-09-26 15:07:46
computer-vision deep-learning detection object-detection python-library video video-object-detection python


action-recognition-visual-attention : Action recognition using soft attention based deep recurrent neural networks
author: kracwarlock
created: 2015-09-28 17:45:48
action-recognition attention-mechanism deep deep-learning deep-neural-networks deeplearning paper soft-attention video jupyter notebook


Knet.jl : Koç University deep learning framework.
author: denizyuret
created: 2015-09-29 23:42:37
data-science deep-learning julia knet machine-learning neural-networks


deep-learning-theano : Theano
author: satopirka
created: 2015-10-03 09:03:17
deep-learning theano python


LabShare : Django Tool that helps everyone to get their fair share of GPU time
author: Bartzi
created: 2015-10-05 19:33:47
deep-learning django organizer python


kaggle-notes : Useful kaggle tutorials and notes for deep learning and data science in practice.
author: chocoluffy
created: 2015-10-06 00:15:55
data-science deep-learning kaggle


LibN3L : LibN3L: A light-weight neural network package for natural language
author: SUTDNLP
created: 2015-10-20 04:32:09
deep-learning library mshadow natural-language neural-network openblas c++


NNNamedEntity : Named Entity Recognition (NER) models (neural and sparse) implemented based on package LibN3L
author: SUTDNLP
created: 2015-10-20 05:04:12
crf deep-learning libn3l lstm ner c++


T-CNN : ImageNet 2015 Object Detection from Video (VID)
author: myfavouritekk
created: 2015-10-20 09:39:22
computer-vision deep-learning detection imagenet-vid object-detection video python


digit-classifier : A single handwritten digit classifier, using the MNIST dataset. Pure Numpy.
author: kdexd
created: 2015-10-21 08:40:38
beginner-friendly deep-learning neural-network python


neuralconvo : Neural conversational model in Torch
author: macournoyer
created: 2015-10-21 23:08:43
deep-learning machine-learning neural-conversation-models seq2seq torch lua


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