Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by sparks-baird
A curated list of projects in awesome lists by sparks-baird .
https://github.com/sparks-baird/xtal2png
Encode/decode a crystal structure to/from a grayscale PNG image for direct use with image-based machine learning models such as Palette.
crystallography image-processing machine-learning materials-informatics materials-science python
Last synced: 03 Aug 2024
https://github.com/sparks-baird/matbench-genmetrics
Generative materials benchmarking metrics, inspired by guacamol and CDVAE.
Last synced: 03 Aug 2024
https://github.com/sparks-baird/CrabNet
Predict materials properties using only the composition information!
attention-is-all-you-need attention-mechanism machine-learning materials-discovery materials-genome materials-informatics materials-science materials-screening predict-materials-properties python pytorch self-attention
Last synced: 18 Sep 2024
https://github.com/sparks-baird/mp-time-split
Use time-splits for Materials Project entries for generative modeling benchmarking.
generative materials-informatics materials-project materials-science time-series-forecasting
Last synced: 03 Aug 2024