Introduction to Data Mining, Machine Learning, and Data-Driven Predictions for Materials Science and Engineering
Python Code for the Book
Several software repositories are maintained with supplementary for the book at
GitHub. Among those are the following:
-
MDS-book
Supplementary material for the book, e.g. code snippets as well as plot
scripts for reproducing the figures from the book. If you found a typo
or error in the book: they can be submitted as "Issue" in this repo (see
Errata).
-
MDS-DL
Educational deep learning code and examples (some of which are contained in
the book as well). This repository is actively extended and updated.
-
MDS-data
The datasets used throughout the book. They also can be obtained from
Pypy by pip install mdsdata
,
however, the GitHub repo contains additional examples
and might have been updated.