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2017-cmp icon 2017-cmp

computational physics class - 2017 fall

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

byte-of-python icon byte-of-python

Beginners book on Python - start here if you don't know programming

deepmd-kit icon deepmd-kit

A deep learning package for many-body potential energy representation and molecular dynamics

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

dft-book icon dft-book

A book on modeling materials using VASP, ase and vasp

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

donofsw icon donofsw

Donostia Natural Orbital Functional Software

dpgen icon dpgen

The deep potential generator

easymecp icon easymecp

Python utilities for performing MECP (Minimum Energy Crossing Point) with Gaussian

esam icon esam

An Introduction to the Electronic Structure of Atoms and Molecules by bader

fudan-coursera icon fudan-coursera

复旦大学课程资源(计算机专业的课程已全部上传~)

gasp-python icon gasp-python

Genetic algorithm for structure and phase prediction interfaced to GULP, LAMMPS and VASP.

gromacs-free-energy-calculation icon gromacs-free-energy-calculation

This repository contained python code used to do organic free energy calculation. Reference: http://www.bevanlab.biochem.vt.edu/Pages/Personal/justin/gmx-tutorials/free_energy/index.html; https://github.com/ruanyangry/gromacs-lammps-process-simulation.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

ising-gpu icon ising-gpu

GPU-accelerated Monte Carlo simulations of 2D Ising Model

kmclib icon kmclib

A kinetic Monte Carlo Python/C++ library.

lammps_interface icon lammps_interface

automatic generation of LAMMPS input files for molecular dynamics simulations of MOFs

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