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Atomic interaction potentials based on artificial neural networks
Tools to be used with the Atomic Simulation Environment (ASE). Currently, the main features are for VASP.
Interatomic potential creating using DFT training data.
The deep potential generator
git-test
https://gpumd.zheyongfan.org
just an example
A script to build molecular dynamics (MD) datasets for neural networks from given LAMMPS trajectories automatically.
Benchmark Suite for Machine Learning Interatomic Potentials for Materials
A collection of tools for simulating vibrational spectra, which interfaces with the Phonopy package.
:book: [译] scikit-learn(sklearn) 中文文档
SIMPLE-NN(SNU Interatomic Machine-learning PotentiaL packagE – version Neural Network)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
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TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
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Some thing interesting about visualization, use data art
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We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.