Machine Learning

Resources

Blog/Webpage

Video Lectures

MOOC

Course Pages

Books

Deep Learning Toolkits

Toolkit Scripting
Language
# Citations
2016
Theano Python 577
Torch Lua 316
Caffe .proto config
Matlab
Python
2602
Tensorflow Python
C++
Go
Java
496
Microsoft
Cognitive
Toolkit (CNTK)
BrainScript
Python
C++
84
DeepLearning4J Java 4


Deep Learning Toolkit Wrappers

Wrapper Toolkit Base Toolkit Institution Contributors Forks
ANTk Tensorflow Western
Washington
University
1 1
SkFlow (TF-Learn) Tensorflow Google Research 2 407
TF-Slim Tensorflow Google
Research
7 2702
PrettyTensor Tensorflow Google (Seattle) 4 82
Tensorlayer Tensorflow Imperial
College
London
2 198
TF-Learn Tensorflow Distributed 65 652
Keras Tensorflow
Theano
Distributed 321 3552
Lasagne Theano Distributed 55 758
Blocks Theano Montreal Institute
for Learning Algorithms
6 352