Deep-Learning-Toolboxes.md

Deep Learning Toolboxes (Frameworks)

See some comparisons below comparison . wikipedia

We will use tensorflow 2 in our course. Some of the examples will be given by new edition of Dive into Deep Learning. It is a very good open book with jupyter notebooks and new edition uses numpy for most of its examples.

Google Trends

Most well known

• tensorflow
• keras
• pytorch

Some Other Examples

• fastai built on top of pytorch
• mxnet supported by amazon.
• chainer, company behind it will switch to pytorch, see this web page
• Caffe
• DL4J
  • weka deep learning used DL4J as backend.
• Matlab Deep Learning
• torch
• Microsoft Cognitive Toolkit (CNTK)
• Theano
• https://github.com/PaddlePaddle/Paddle