Sterling G. Baird's repositories
AMDNet
Code base for AMDNet described in https://doi.org/10.1126/sciadv.abf1754
Applications
Mathematica packages that I've developed.
automatminer
An automatic engine for predicting materials properties.
bounded_pool_executor
Bounded Process&Thread Pool Executor
CBFV
Tool to quickly create a composition-based feature vector
chemios
Chemios Framework 👨🏾‍🔬: Accelerating Science through Automation
Composition-Conditioned-Crystal-GAN
Composition-Conditioned Crystal GAN pytorch code
conda-smithy
The tool for managing conda-forge feedstocks.
CrySPY
CrySPY is a crystal structure prediction tool written in Python.
interp
Interpolate grain boundary properties in a 5 degree-of-freedom sense via a novel distance metric.
latex-proj-tool
A toolset to traverse and manipulate a Latex project with multiple .tex files.
LobsterAutomation
This is a package to reproduce the publication on Lobster automation
mat_discover-feedstock
A conda-smithy repository for mat_discover.
MaterialProperties
Mathematica wrapper to access Materials Project API
MatGAN
Generative deep learning model for inorganic materials
modnet
MODNet: a framework for machine learning materials properties
pytest-cov
Coverage plugin for pytest.
pytorch_tabular
A standard framework for modelling Deep Learning Models for tabular data
simple-blog-bootstrap
This is a template repo you can use to set up a simple blog using GitHub Pages with SSMS Style T-SQL highlighting. Refer to the blog post below for more instructions.
Sklearn-genetic-opt
Hyperparameters tuning and feature selection, using evolutionary algorithms.
uncertainty-toolbox
A python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
VickersHardnessPrediction
Predicting load dependent Vickers hardness