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addons

Useful extra functionality for TensorFlow 2.0 maintained by SIG-addons

article-downloader

Uses publisher APIs to programmatically retrieve scientific journal articles for text mining.

awesome-r

A curated list of awesome R frameworks, packages and software.

bayesianoptimisermgalloy

Bayesian optimisation for new Mg alloys design and discovery

cowplot

deap

Distributed Evolutionary Algorithms in Python

ecr2

ecr: Evolutionary Computation in R (version 2)

edolab-matlab

exaca

Cellular automata code for alloy nucleation and solidification written with Kokkos for GPU utilization

finemet_paper_-_data

Data generated through Thermocalc for mean radius and volume fraction of Fe3Si nanocrystals during isothermal annealing of FINEMET alloy.

gdeltr2

R's modern interface to The GDELT Project

guacamole

kawin

A python package to simulate precipitation and diffusion behavior using Calphad

lammps

Public development project of the LAMMPS MD software package

learn-citrination

Training materials

libsvm

lolo

A random forest

materials-word-embeddings

Word2Vec model trained across 640k+ materials science journal articles

mathematicalengineeringdeeplearning

Material for The Mathematical Engineering of Deep Learning. See https://deeplearningmath.org

mathematics-for-ml

🧮 A collection of resources to learn mathematics for machine learning

matlab_projects

Projects on MATLAB

ml-electronmicroscopy-2023

ml-fesial

Machine learning assisted optimization of soft magnetic properties in ternary Fe-Si-Al alloys.

ml-hierarchical-confusion-matrix

Neo: Hierarchical Confusion Matrix Visualization

mlmd

MLMD: a programming-free AI platform to predict and design materials

mse_fall2023

The materials for the Fall ML in Materials course at the UTK MSE

mse_spring2024

The materials for the Spring Mathematics in Materials course at the UTK MSE

nextgen2020

A repository for NextGen Fellows 2020 at Carnegie Mellon University with Elizabeth A. Holm

nn-svg

Publication-ready NN-architecture schematics.

opencalphad

Open Calphad, thermodynamic calculation code