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alloyml

Machine-learning based Aluminium alloy property prediction.

automatminer

An automatic engine for predicting materials properties.

doing_data_science

This is the example code repository for Doing Data Science by Cathy O'Neil and Rachel Schutt (O'Reilly Media)

enzynet

EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation

git-workshop

Git workshop demo

glasspy

Python module for scientists working with glass materials

hello-world

First try

isl-ridge-lasso

keras-data-generator

Template for data generator in Keras

learning_with_many_features

Some basic educational content on statistical learning when a large number of speculative features are involved.

machinelearningexplained

This repository contains documents, jupyter notebooks, and resources that explain basic and more advanced machine learning topics.

masci-tools

Tools, utility, parsers useful in daily material science work

mast-ml

MAterials Simulation Toolkit for Machine Learning (MAST-ML)

materialscommons.org

The Materials Commons website

matminer

Data mining for materials science

matminer_examples

A repo of examples for the matminer (https://github.com/hackingmaterials/matminer) code

mechmat

Python package for the definition of materials used during mechanical engineering calculations

pycalc

Python calculator

pytorch-data-generator

Template for data generator with PyTorch

quanfima

Quanfima (Quantitative Analysis of Fibrous Materials)

rdm

Easily set Mac Retina display to higher unsupported resolutions

sisso

A data-driven method based on compressed-sensing for identifying descriptors for materials properties and functions

vegas-lattice-rs

Lattice generator library and tool in rust.