YaSaXii's repositories
Ultra-Low-Kappa
Ultra-Low-Kappa: Identification of Crystalline Materials with Ultra-Low Thermal Conductivity Based on Machine Learning Study
Hellinger-distance-between-2-Gaussian-distributions
[Hellinger] Estimate the distance between data clusters by Hellinger's difference
fucking-algorithm
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
oxi_diel_db
Database and machine learning prediction models of dielectric constants of oxides obtained by first principles calculations.
vasp-5.4.x
vasp 5.4.1 package used for linux
Bayesian-Optimization-1
Reference implementation of Optimistic Expected Improvement.
abcpmc
Approximate Bayesian Computation Population Monte Carlo
NSGA-II_Python_for_SWAT-modified
NSE computing formula
machine_learning_derivation
notes of machine learning algorithm derivation
ATCNN
ATCNN models
cluster-analysis
K-Means++(HCM), Fuzzy C-Means(FCM), Hierarchical Clustering, DBscan
django-vue.js-book
django rest framework + vue 的图书管理小项目，前后端分离教程
100-dayaction
100天行动扎实开发基础项目
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
ABC
Approximate bayesian computation notebooks.
bayesian-optimization
Python code for bayesian optimization using Gaussian processes
AcquisitionFunction
PI, EI and GP-UCB acquisition function for Bayesian optimization
polynomial-curve-fitting
Polynomial curve fitting and visualisation using Bayesian methods.
bayesian-linear-regression
Sample program to model the data by (normal) linear regression and Bayesian lineaer regression.