https://github.com/thedataincubator/data-science-blogs/blob/master/output/DL_libraries_final_Rankings.csv

 

thedataincubator/data-science-blogs

A Handful of D(u)S(t). Contribute to thedataincubator/data-science-blogs development by creating an account on GitHub.

github.com

 

LibraryRankOverallGithubStack OverflowGoogle Results

tensorflow 1 10.8676777173 4.25282914794 4.371905768 2.24294280139
keras 2 1.92768682345 0.613405340454 0.830444013135 0.483837469861
caffe 3 1.85536658344 1.00172325244 0.301598379669 0.552044951334
theano 4 0.757142065184 -0.156657475854 0.361637072631 0.552162468406
pytorch 5 0.481418742361 -0.198079135346 -0.30225967424 0.981757551946
sonnet 6 0.427865682184 -0.326074511957 -0.361634296039 1.11557449018
mxnet 7 0.0987996914674 0.121327235453 -0.306328604959 0.283801060973
torch 8 0.00559731666893 -0.153332101969 -0.00824393023136 0.167173348869
cntk 9 -0.0205203098963 0.0965088202554 -0.282173869559 0.165144739407
dlib 10 -0.599823512154 -0.39578194316 -0.223382454956 0.0193408859617
caffe2 11 -0.671062928351 -0.274071118159 -0.359648165565 -0.0373436446266
chainer 12 -0.70151841136 -0.400397905813 -0.234603397931 -0.0665171076164
paddlepaddle 13 -0.833003782881 -0.267123408237 -0.366884083295 -0.198996291348
deeplearning4j 14 -0.893319117931 -0.0575131634759 -0.321347169592 -0.514458784863
lasagne 15 -1.10606125475 -0.381150749139 -0.287853956451 -0.437056549158
bigdl 16 -1.12821350465 -0.458674544538 -0.367555905286 -0.301983054824
dynet 17 -1.25088837288 -0.465671394541 -0.367690269684 -0.417526708658
apache singa 18 -1.33963459336 -0.502246959001 -0.367824634082 -0.469563000276
nvidia digits 19 -1.39248467556 -0.407011549848 -0.346078273813 -0.639394851898
matconvnet 20 -1.41327975079 -0.487125591647 -0.346308395531 -0.579845763615
tflearn 21 -1.44982650865 -0.226089464016 -0.282710110548 -0.941026934086
nervana neon 22 -1.65176202195 -0.39497574163 -0.366989720498 -0.889796559818
opennn 23 -1.97015587693 -0.53381703821 -0.366068321175 -1.07027051754

 

엔진은 거창한 말이긴 하나 API의 한 종류이다. 3D 엔진은 언리얼이 최고인 것 같고 AI는 케라스까지 품은 텐서플로우가 통일한 것으로 보인다. AI 강의 하며 충분히 기다렸으니 해당 엔진으로 이래저래 뭘 만들어 볼까 한다. 모두 TOY project.

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