yuanruihao Goto Github PK

active-learning

active-learning-workshop

Active Learning Workshop Materials

bayesian-machine-learning

Notebooks about Bayesian methods for machine learning

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bayesiantools

General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics

deep-active-learning

Deep Active Learning

elemnet

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

featuretools

An open source python library for automated feature engineering

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

matminer

Data mining for materials science

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

xenonpy

XenonPy is a Python Software for Materials Informatics

yuanruihao

Config files for my GitHub profile.