kang's repositories
Multitask-Learning
Awesome Multitask Learning Resources
2022-SO-BO
Single Objective Bound Constrained Benchmark
analytics_vidhya
Codes related to activities on AV including articles, hackathons and discussions.
CALSAPSO
Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems
causalml
Uplift modeling and causal inference with machine learning algorithms
Complex-Network
复杂网络研究资源整理和基础知识学习
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。
framework
Machine learning, computer vision, statistics and general scientific computing for .NET
Genetic-Algorithm-on-K-Means-Clustering
Implementing Genetic Algorithm on K-Means and compare with K-Means++
GORS-SSLPSO_code
Matlab code for the implementation of GORS-SSLPSO
hands-on-data-analysis
动手学数据分析以项目为主线，知识点孕育其中，通过边学、边做、边引导来得到更好的学习效果
HBO
Heap Based Optimizer inspired by corporate rank hierarchy for global optimization
Incremental_Kriging_Assisted_Evolutionary_Algorithm
A fast Kriging-assisted evolutionary algorithm based on incremental learning
joyful-pandas
pandas中文教程
key-book
《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。在线阅读地址：https://datawhalechina.github.io/key-book/
Machine-Learning_ZhouZhihua
Exercises answers to the book "machine-learning" written by Prof. Zhou Zhihua of Nanjing University
neorl
NeuroEvolution Optimization with Reinforcement Learning
nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
opfunu
A collection of Benchmark functions for numerical optimization problems. Framework of OPtimization FUnction in NUmpy (opfunu)
Population_Prescreening_Strategy
A population prescreening strategy for Kriging-assisted evolutionary computation
py-networkx-ipynb
Notebook for complex networks analysis with python and NetworkX
RobustOptimizer
Robust algorithm for global optimization problems
SBDOT
Surrogate Based Design Optimization Toolbox
SHPSO_code
Code for surrogate-assisted hierarchical particle swarm optimization
Single_objective_EGO_algorithms
The standard and parallel single-objective EGO algorithms
Solving-TSP-VRP
A MATLAB Implementation of Heuristic Algorithms to Traveling Salesman Problem and Vehicle Routing Problems.