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ai_composer

AI Composer for Machine Learning for Hackers #2

art_data_analyzer

caffe

Caffe: a fast open framework for deep learning.

casmcode

First-principles statistical mechanical software for the study of multi-component crystalline solids

casmcode_demo

CASM presentations and demonstrations

lammps

Public/backup repository of the LAMMPS MD software package

mcapi

Materials Commons API

openml

Open Machine Learning

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pymatgen

Python Materials Genomics (pymatgen) is a robust materials analysis code that defines core object representations for structures and molecules with support for many electronic structure codes. It is currently the core analysis code powering the Materials Project.

quickhull

A python script to create an interactive animation of the quick hull algorithm

scikit-learn

scikit-learn: machine learning in Python

tensorflow

Computation using data flow graphs for scalable machine learning

umich-eecs445-f16

Materials for EECS 445, an undergraduate Machine Learning course taught at the University of Michigan, Ann Arbor.

umich-eecs545-lectures

This repository contains the lecture materials for EECS 545, a graduate course in Machine Learning, at the University of Michigan, Ann Arbor.