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Xin Chen's Projects

capsnet-tensorflow icon capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

dftbpy icon dftbpy

DFTBpy is an open source project, intended for education and simulation, which implements and explores the DFTB/SCC-DFTB method and its features. It is developed in Python with C extensions.

dscribe icon dscribe

DScribe is a python package for creating machine learning descriptors for atomistic systems.

dtnn icon dtnn

Deep Tensor Neural Network

kbags icon kbags

The k-Bags feature vector for molecules and structures.

kcon icon kcon

k-Bags Convolutional Neural Network

lammps icon lammps

Public development project of the LAMMPS MD software package

learnnn icon learnnn

Codes for learning artificial neural networks and deep learning.

pymatgen icon 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.

pyscf icon pyscf

Python module for quantum chemistry

schnet icon schnet

SchNet - a deep learning architecture for quantum chemistry

scipy icon scipy

Scipy library main repository

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