Pinned Repositories
aaai_melding_code
Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"
awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
Book-Mathmatical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathmatical Foundations of Reinforcement Learning."
Books
My book list
CL-LNS
Code repo for ICML'23 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning
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70多个国家的500多所大学用于教学。
DC3
DC3: A Learning Method for Optimization with Hard Constraints
deep-learning-reproducibility-project
DGI
Deep Graph Infomax (https://arxiv.org/abs/1809.10341)
Dive-Into-Deep-Learning-PyTorch-PDF
本项目对中文版《动手学深度学习》中的代码进行了PyTorch实现并整理为PDF版本供下载
XuNing525's Repositories
XuNing525/aaai_melding_code
Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"
XuNing525/awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
XuNing525/Book-Mathmatical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathmatical Foundations of Reinforcement Learning."
XuNing525/Books
My book list
XuNing525/CL-LNS
Code repo for ICML'23 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning
XuNing525/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70多个国家的500多所大学用于教学。
XuNing525/DC3
DC3: A Learning Method for Optimization with Hard Constraints
XuNing525/deep-learning-reproducibility-project
XuNing525/DGI
Deep Graph Infomax (https://arxiv.org/abs/1809.10341)
XuNing525/Dive-Into-Deep-Learning-PyTorch-PDF
本项目对中文版《动手学深度学习》中的代码进行了PyTorch实现并整理为PDF版本供下载
XuNing525/Imp_layers_demo
Demo codes for the paper on implicit layers
XuNing525/Learn-LNS-policy
XuNing525/learn2branch
Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)
XuNing525/ml4co-competition-hidden
Machine Learning for Combinatorial Optimization - NeurIPS'21 competition (hidden code)
XuNing525/moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
XuNing525/More_Simple_Reinforcement_Learning
XuNing525/NeurIPS_2019
[Re] Exact Combinatorial Optimization with Graph Convolutional Neural Networks
XuNing525/optnet
OptNet: Differentiable Optimization as a Layer in Neural Networks
XuNing525/Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
XuNing525/Predict-and-Search_MILP_method
Predict and search framework for MilP
XuNing525/qpth
A fast and differentiable QP solver for PyTorch.
XuNing525/SATNet
Bridging deep learning and logical reasoning using a differentiable satisfiability solver.
XuNing525/video_download
a script for downloading videos using python