ziyan1996

ziyan1996's Stars

• materialsvirtuallab/maml

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

  Language:Jupyter Notebook34274

• materialsvirtuallab/mlearn

  Benchmark Suite for Machine Learning Interatomic Potentials for Materials

  Language:Python10527

• whitead/numerical_stats

  Introduction to Numerical Methods and Statistics with Jupyter Notebooks & Python

  Language:Jupyter Notebook6329

• asmanouira/CrystalGAN

  Learning to Discover Crystallographic Structures with Generative Adversarial Networks

  Language:Jupyter Notebook345

• hackingmaterials/automatminer

  An automatic engine for predicting materials properties.

  Language:Python13449

• hackingmaterials/matminer

  Data mining for materials science

  Language:HTML454187

• materialsvirtuallab/megnet

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

  Language:Jupyter Notebook493155

• sungyongs/graph-based-nn

  Graph Convolutional Networks (GCNs)

  902174

• jundongl/scikit-feature

  open-source feature selection repository in python

  Language:Python1.5k449

• NU-CUCIS/ElemNet

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

  Language:Jupyter Notebook8435

• mcgrady20150318/BayesianNeuralNetwork

  a repo sharing Bayesian Neural Network recent papers

  21139

• materialsvirtuallab/matgenb

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

  Language:Jupyter Notebook215140