matminer_examples icon indicating copy to clipboard operation
matminer_examples copied to clipboard

Example including tensorflow, keras, or pytorch

Open ardunn opened this issue 6 years ago • 3 comments

We have the graphic on the docs and in the paper: image We have several sklearn examples but no Keras or neural network examples. Might be good to include at least one?

ardunn avatar Oct 05 '18 18:10 ardunn

I agree it would be nice

Needs the right data set, i.e., fairly large one

computron avatar Oct 05 '18 20:10 computron

What order of magnitude is fairly large one?

yanxon avatar Oct 26 '18 20:10 yanxon

There have been a few papers that have reported excellent performance with deep learning models with datasets of about 60k entries. That said, I wouldn't argue that such a large dataset (with correspondingly long training times) is necessary for building a demo.

WardLT avatar Oct 26 '18 20:10 WardLT