https://scikit-learn.org/stable/tutorial/machine_learning_map/index.html

This map is a very useful resource for selecting the right tool for a problem at hand; also independent of scikit-learn. Why not including some machine learning references and tools outside of scitkit-learn?

For instance:

• modules/packages compatible with the scikit-learn API such as

  • pystruct
  • seqlearn (already mentioned in the FAQ)

• keywords for self-education such as:

  • neural networks
  • convolutional layer
  • recurrent networks
  • LSTM

• non-scikit-learn tools such as

  • PyTorch
  • Tensorflow
  • Theano

What are your thoughts?