xiangyuyang-opt Goto Github PK

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

awesome-thesis

A curated list of practical tips and tricks to help you achieve an awesome CS master thesis [WIP] - contributions are welcome

bayesian-optimization

Bayesian Optimization algorithms with various recent improvements

book

Codelabs

copt

A Python library for mathematical optimization

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

datascience

Data Science in Julia course for JuliaAcademy.com, taught by Huda Nassar

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

ee227c.github.io

EE227C (Spring 2018) Course page

github-slideshow

A robot powered training repository :robot:

hands-on-rl

https://hrl.boyuai.com/

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

interviews

Everything you need to know to get the job.

learn-lns-policy

mathematicalengineeringdeeplearning

Material for The Mathematical Engineering of Deep Learning. See https://deeplearningmath.org

matlab4ai

MATLAB for AI

ml-notebooks

:fire: A series of code examples for all sorts of machine learning tasks and applications.

multitask-learning

Awesome Multitask Learning Resources

ncopt

Python implementation of the SQP-GS algorithm for nonsmooth, nonconvex constrained optimization.

nsfc-latex

numerical-optimization-books

Collected study materials in Numerical Optimization ANU@MATH3514(HPC)

open-l2o

Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms

pml2-book

Probabilistic Machine Learning: Advanced Topics

practical_python_programming_2021

北邮《Python编程与实践》课程(2021)

pysparselp

python algorithms to solve sparse linear programming problems

python-100-days

Python - 100天从新手到大师

pythonpark

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

ra

Basic Analysis, undergraduate real analysis textbook

robust-multitask-rl

Machine Learning Course Project Skoltech 2018