xijunlee Goto Github PK

30min_guides

覃健祥的学习笔记，各种几十分钟入门的文档

awesome-ml4co

awesome-reinforcement-learning-zh

中文整理的强化学习资料（Reinforcement Learning）

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

blog-backend

book

Book PDF

clp

COIN-OR Linear Programming Solver

data-mining-course-design

Data Mining Course Design (source code and thesis) during my undergraduate

deep_architecture_genealogy

Deep Learning Architecture Genealogy Project

deeplearningbook-chinese

Deep Learning Book Chinese Translation

dirichlet

Dirichlet MLE python library

gitignore

A collection of useful .gitignore templates

gnnpapers

Must-read papers on graph neural networks (GNN)

gogou-frontend

Gogou is a platform where Chinese in mainland could purchase and exchange overseas goods. This repository is iOS front-end code for this project.

highs

Linear optimization software

hybrid-learn2branch

Hybrid Models for Learning to Branch (NeurIPS 2020)

ibooks

计算机图书,java,mysql,架构类,web

industrial-bigdata

Competition solution

information-entropy-measurement

Experiment code for information entropy measurement

jieba

结巴中文分词

kaggle-solution

My solutions to kaggle machine learning competition.

kddcup2019-archaive

Our implementation code, summary and experience of KDD Cup 2019 Automl Track

l2o-g2milp

This is the code of paper "A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability". Zijie Geng, Xijun Li, Jie Wang, Xiao Li, Yongdong Zhang, Feng Wu. NeurIPS 2023 (Spotlight).

l2o-hem-torch

The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li, Jie Wang*, Yufei Kuang, Mingxuan Yuan, Jia Zeng, Yongdong Zhang, Feng Wu. ICLR 2023.

learn2branch

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

learning-to-optimize-arxiv

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

leetcode

My solutions to problems of leetcode

machinelearning-implementation

This repo is for implementation of basic model of machine learning

neural-combinatorial-rl-pytorch

PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940

papers

Some useful and classical papers