kang-96,kang,github

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

multitask-learning

Awesome Multitask Learning Resources

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

sawde

Code of the paper：A Self-adaptive Weighted Differential Evolution Approach for Large-scale Feature Selection

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.

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