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Materials Science

8 projects

Showing 8 of 8 projects

DeepChem
DeepChemPython

An open-source Python library for applying deep learning to drug discovery, materials science, quantum chemistry, and biology.

#hacktoberfest#scientific-computing#cheminformatics
Stars7.0k
Forks2.3k
Last commit1 month ago
JAX, M.D.
JAX, M.D.Jupyter Notebook

A differentiable, hardware-accelerated molecular dynamics simulation framework built on JAX for computational physics and materials science.

#scientific-computing#simulation#jax
Stars1.5k
Forks251
Last commit1 month ago
awesome-python-chemistry
awesome-python-chemistry

A curated list of awesome Python frameworks, libraries, software, and resources for chemistry and cheminformatics.

#scientific-computing#cheminformatics#simulation
Stars1.4k
Forks234
Last commit1 year ago
openbabel
openbabelC++

An open-source chemical toolbox for converting, analyzing, and manipulating molecular data across 90+ file formats.

#scientific-computing#cheminformatics#file-format-conversion
Stars1.4k
Forks488
Last commit22 days ago
chainer-chemistry
chainer-chemistryPython

A deep learning library built on Chainer for molecular property prediction using graph convolutional neural networks.

#graph-neural-networks#molecular-machine-learning#chainer
Stars708
Forks132
Last commit3 years ago
AtomAI
AtomAIPython

A PyTorch-based Python package for deep and machine learning analysis of microscopy data, designed for domain scientists.

#ensemble-learning#scientific-computing#image-analysis
Stars230
Forks43
Last commit1 year ago
spatstat
spatstatR

A comprehensive family of R packages for analyzing spatial point pattern data and other spatial data types.

#statistical-models#epidemiology#spatstat
Stars207
Forks43
Last commit9 days ago
ChemML
ChemMLPython

A Python machine learning and informatics suite for analyzing, mining, and modeling chemical and materials data.

#data-science#deep-learning#materials-science
Stars180
Forks33
Last commit25 days ago

Related Tags

#Scientific Computing5#Deep Learning4#Chemistry4#Machine Learning4#Python4#Data Science4#Cheminformatics3#Drug Discovery3#Molecular Modeling3#Python Library3
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