piquepq

interval-bound-propagation

This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715

lookback-learn2branch

Lookback for Learning to Branch (TMLR 2022)

l2b_cpp

learn2comparenodes

Learning to Compare Nodes in Branch and Bound with Graph Neural Networks (NeurIPS 2022)

pyomo

An object-oriented algebraic modeling language in Python for structured optimization problems.

Learning-to-Optimize-Arxiv

The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading notes.

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

CombOptNet

Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}

LetsGo_1

Config files for my GitHub profile.

leetcode

Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.

scip-dagger

A branch-and-bound ILP solver

learn-more-python-the-hard-way-solutions

branch-search-trees

Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)

ecole

Extensible Combinatorial Optimization Learning Environments

learn2branch-ecole

Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)

nlp_tutorial

NLP超强入门指南，包括各任务sota模型汇总（文本分类、文本匹配、序列标注、文本生成、语言模型），以及代码、技巧

DeepRL

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone