机器学习是当下最火热的一个主题,本篇根据Github加星数(2017年4月11日)按关注度列出了48个开源项目网络链接。

其中,个别几个开源项目仅公示在其官网上,关注度设为0,列在表格最后。

ID名称领域类型相关技术关注度网络资源
1TensorFlow机器学习深度学习框架C++;Python53722https://www.tensorflow.org/https://github.com/tensorflow/tensorflowhttps://github.com/tobegit3hub/deep_recommend_system
2Scikit-learn机器学习库,模块Python17863http://github.com/scikit-learn/scikit-learn
3Caffe机器学习深度学习框架,工具C++17095https://github.com/BVLC/caffe
4OpenCV机器学习框架C++14806https://github.com/opencv/opencv
5CNTK,Computational Network Toolkit机器学习工具包-10315https://github.com/Microsoft/CNTK
6PredictionIO机器学习工具,服务器Scala10088https://github.com/apache/incubator-predictionio
7MXNet机器学习深度学习框架C++9151https://github.com/dmlc/mxnet
8Deeplearning4j机器学习深度学习框架,库Java6978https://github.com/deeplearning4j/deeplearning4j
9ConvNetJS机器学习深度学习框架JavaScript6853https://github.com/karpathy/convnetjs
10Luigi机器学习Python6711https://github.com/spotify/luigi
11Theano机器学习深度学习框架Python6078https://github.com/Theano/Theano
12Pattern机器学习模块Python5318http://github.com/clips/pattern
13NuPIC机器学习Python4931http://github.com/numenta/nupichttp://numenta.org/
14PaddlePaddle机器学习深度学习平台C++, Python4694https://github.com/PaddlePaddle/Paddle
15PyTorch机器学习深度学习库,框架Python4275https://github.com/pytorch/pytorch
16Gensim机器学习Python4071https://github.com/RaRe-Technologies/gensim
17GoLearn机器学习Go3986https://github.com/sjwhitworth/golearn
18Neon机器学习深度学习框架Python, Sass2917https://github.com/NervanaSystems/neon
19Pylearn2机器学习Python2380http://github.com/lisa-lab/pylearn2
20Chainer机器学习深度学习框架Python2374https://github.com/pfnet/chainer
21DMTK,Distributed Machine Learning Toolkit机器学习工具-2056https://github.com/Microsoft/DMTK
22Statsmodels机器学习模块,库Python1985https://github.com/statsmodels/statsmodels/
23Annoy (Approximate Nearest Neighbors Oh Yeah)机器学习C++,带有Python绑定1909https://github.com/spotify/annoy
24H2O机器学习-1903https://github.com/h2oai/h2o-3
25Dlib机器学习框架C++1804https://github.com/davisking/dlib
26Accord Framework/AForge.net机器学习-1718https://github.com/accord-net/framework
27SeetaFace机器学习引擎C++1633https://github.com/seetaface/SeetaFaceEngine
28mlpack机器学习C++1455http://www.mlpack.org/https://github.com/mlpack/mlpack
29Cloudera Oryx机器学习-1414https://github.com/cloudera/oryx
30Shogun机器学习库,工具箱C++1369https://github.com/shogun-toolbox/shogun
31Brainstorm机器学习深度学习框架-1247https://github.com/IDSIA/brainstorm
32Mahout机器学习库,框架-1092https://github.com/apache/mahout
33Oryx 2机器学习框架-1058https://github.com/OryxProject/oryx
34Deap机器学习框架,库Python1009https://github.com/deap/deap
35Orange3机器学习库,软件Python748https://github.com/biolab/orange3
36Fuel机器学习框架,库Python580http://github.com/mila-udem/fuel
37Pymc机器学习库,模块Python503https://github.com/pymc-devs/pymc
38PyBrain机器学习Python503http://github.com/pybrain/pybrain
39Marvin机器学习,深度学习框架C++348https://github.com/PrincetonVision/marvin
40OpenNN机器学习C++299https://github.com/Artelnics/OpenNN
41Nilearn机器学习库,模块Python257http://github.com/nilearn/nilearn
42Tfdeploy机器学习Python248https://github.com/riga/tfdeploy
43PyWren机器学习Python243https://github.com/pywren/pywren
44PyMVPA机器学习包,库Python173https://github.com/PyMVPA/PyMVPAhttp://www.pymvpa.org
45Kubelib机器学习Python13https://github.com/safarijv/kubelib
46Torch机器学习深度学习框架Lua,LuaJIT0http://torch.ch/
47MLlib机器学习 0http://spark.apache.org/mllib/
48SystemML机器学习项目-0https://systemml.apache.org/


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