zyhuster1

lihang-code

《统计学习方法》的代码实现

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

numpy-ml

Machine learning, in numpy

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

interpy-zh

📘《Python进阶》（Intermediate Python - Chinese Version）

intermediatePython

PlatEMO

Evolutionary multi-objective optimization platform

Play-with-Machine-Learning-Algorithms

Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

interview_internal_reference

2023年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

robust-optimization

learn from xprog and bertsimas's paper(price of robustness)

Machine_Learning_Tutorials

Code, exercises and tutorials of my personal blog ! 📝

Python

All Algorithms implemented in Python

tensorflow

An Open Source Machine Learning Framework for Everyone

DDEA-SE

Offline data-driven evolutionary optimization using selective surrogate ensembles

Corner-Sort

Corner Sort for Pareto-Based Many-Objective Optimization

Two_Arch2

An Improved Two-Archive Algorithm for Many-Objective Optimization

ObjectiveReduction

Objective Reduction Based on Nonlinear Correlation Information Entropy

PD

Diversity Assessment in Many-Objective Optimization

CALSAPSO

Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems

MFB

Test Suite for Evolutionary Multi-Fidelity Optimization

RF-CMOCO

Handing Wang, Yaochu Jin, A Random Forest-Assisted Evolutionary Algorithm %for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma Systems IEEE Transactions on Cybernetics, accept, 2018.

DDMOP

Competition on Online Data-Driven Multi-Objective Optimization

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

transferlearning-tutorial

《迁移学习简明手册》LaTex源码

algorithms

Bug-tracking for Jeff's algorithms book, notes, etc.

NPBenchmark-TravelingDeliveryman

外卖配送问题 SDK.