【ML】48個機器學習開源專案連結

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機器學習是當下最火熱的一個主題,本篇根據Github加星數(2017年4月11日)按關注度列出了48個開源專案網路連結。

其中,個別幾個開源專案僅公示在其官網上,關注度設為0,列在表格最後。

ID名稱領域型別相關技術關注度網路資源
1TensorFlow機器學習,深度學習框架C ;Python53722https://www.tensorflow.org/https://github.com/tensorflow/tensorflowhttps://github.com/tobegit3hub/deep_recommend_system
2Scikit-learn機器學習庫,模組Python17863http://github.com/scikit-learn/scikit-learn
3Caffe機器學習,深度學習框架,工具C17095https://github.com/BVLC/caffe
4OpenCV機器學習框架C14806https://github.com/opencv/opencv
5CNTK,Computational Network Toolkit機器學習工具包10315https://github.com/Microsoft/CNTK
6PredictionIO機器學習工具,伺服器Scala10088https://github.com/apache/incubator-predictionio
7MXNet機器學習,深度學習框架C9151https://github.com/dmlc/mxnet
8Deeplearning4j機器學習,深度學習框架,庫Java6978https://github.com/deeplearning4j/deeplearning4j
9ConvNetJS機器學習,深度學習框架JavaScript6853https://github.com/karpathy/convnetjs
10Luigi機器學習Python6711https://github.com/spotify/luigi
11Theano機器學習,深度學習框架Python6078https://github.com/Theano/Theano
12Pattern機器學習模組Python5318http://github.com/clips/pattern
13NuPIC機器學習Python4931http://github.com/numenta/nupichttp://numenta.org/
14PaddlePaddle機器學習,深度學習平臺C , Python4694https://github.com/PaddlePaddle/Paddle
15PyTorch機器學習,深度學習庫,框架Python4275https://github.com/pytorch/pytorch
16Gensim機器學習Python4071https://github.com/RaRe-Technologies/gensim
17GoLearn機器學習Go3986https://github.com/sjwhitworth/golearn
18Neon機器學習,深度學習框架Python, Sass2917https://github.com/NervanaSystems/neon
19Pylearn2機器學習Python2380http://github.com/lisa-lab/pylearn2
20Chainer機器學習,深度學習框架Python2374https://github.com/pfnet/chainer
21DMTK,Distributed Machine Learning Toolkit機器學習工具2056https://github.com/Microsoft/DMTK
22Statsmodels機器學習模組,庫Python1985https://github.com/statsmodels/statsmodels/
23Annoy (Approximate Nearest Neighbors Oh Yeah)機器學習C ,帶有Python繫結1909https://github.com/spotify/annoy
24H2O機器學習1903https://github.com/h2oai/h2o-3
25Dlib機器學習框架C1804https://github.com/davisking/dlib
26Accord Framework/AForge.net機器學習1718https://github.com/accord-net/framework
27SeetaFace機器學習引擎C1633https://github.com/seetaface/SeetaFaceEngine
28mlpack機器學習C1455http://www.mlpack.org/https://github.com/mlpack/mlpack
29Cloudera Oryx機器學習1414https://github.com/cloudera/oryx
30Shogun機器學習庫,工具箱C1369https://github.com/shogun-toolbox/shogun
31Brainstorm機器學習,深度學習框架1247https://github.com/IDSIA/brainstorm
32Mahout機器學習庫,框架1092https://github.com/apache/mahout
33Oryx 2機器學習框架1058https://github.com/OryxProject/oryx
34Deap機器學習框架,庫Python1009https://github.com/deap/deap
35Orange3機器學習庫,軟體Python748https://github.com/biolab/orange3
36Fuel機器學習框架,庫Python580http://github.com/mila-udem/fuel
37Pymc機器學習庫,模組Python503https://github.com/pymc-devs/pymc
38PyBrain機器學習Python503http://github.com/pybrain/pybrain
39Marvin機器學習,深度學習框架C348https://github.com/PrincetonVision/marvin
40OpenNN機器學習C299https://github.com/Artelnics/OpenNN
41Nilearn機器學習庫,模組Python257http://github.com/nilearn/nilearn
42Tfdeploy機器學習Python248https://github.com/riga/tfdeploy
43PyWren機器學習Python243https://github.com/pywren/pywren
44PyMVPA機器學習包,庫Python173https://github.com/PyMVPA/PyMVPAhttp://www.pymvpa.org
45Kubelib機器學習Python13https://github.com/safarijv/kubelib
46Torch機器學習,深度學習框架Lua,LuaJIT0http://torch.ch/
47MLlib機器學習 0http://spark.apache.org/mllib/
48SystemML機器學習專案0https://systemml.apache.org/


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