ziyan1996

ziyan1996's starred repositories

open-source feature selection repository in python

Language:PythonGPL-2.01487 60 56

Graph Convolutional Networks (GCNs)

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

Language:Jupyter NotebookBSD-3-Clause494 25 74

Data mining for materials science

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Python for Materials Machine Learning, Materials Descriptors, Machine Learning Force Fields, Deep Learning, etc.

Language:Jupyter NotebookBSD-3-Clause344 21 68

Jupyter notebooks demonstrating the utilization of open-source codes for the study of materials science.

Language:Jupyter NotebookBSD-3-Clause215 29 8

a repo sharing Bayesian Neural Network recent papers

An automatic engine for predicting materials properties.

Language:PythonNOASSERTION134 12 174

Benchmark Suite for Machine Learning Interatomic Potentials for Materials

Language:PythonBSD-3-Clause105 16 8

Deep Learning the Chemistry of Materials From Only Elemental Composition for Enhancing Materials Property Prediction

Language:Jupyter NotebookNOASSERTION84 5 6

Introduction to Numerical Methods and Statistics with Jupyter Notebooks & Python

Language:Jupyter NotebookGPL-3.063 8 1

Learning to Discover Crystallographic Structures with Generative Adversarial Networks

Language:Jupyter NotebookGPL-3.034 3 2