xinw's repositories
UTSP
code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem
Clustering-Datasets
common-used datasets for clustering
compass
:compass: COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search
Multires-NP-hard
Symmetry-preserving & Multiresolution learning to solve NP-hard problems in Operations Research
FLASH-pytorch
Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"
bertviz
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
FJSP-DRL
The code will be available after our paper is accepted.
H-TSP
Official implementation of H-TSP (AAAI2023)
poppy
:hibiscus: Population-Based Reinforcement Learning for Combinatorial Optimization
SGBS
codes for the paper "Simulation-guided Beam Search for Neural Combinatorial Optimization"
L2D
Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"
GA-EAX
A genetic algorithm using Edge Assembly Crossover for the traveling salesman problem
DRL_to_DFJSP
this repository is used to reappear thesis《Dynamic scheduling for flexible job shop with new job insertions by deep reinforcement learning》
attention-learn-to-route
Attention based model for learning to solve different routing problems
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
hybrid-cp-rl-solver
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
rlpyt
Reinforcement Learning in PyTorch
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
d2l-zh
《动手学深度学习》:面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。
berkeley-stat-157
Homepage for STAT 157 at UC Berkeley
MAgent
A Platform for Many-agent Reinforcement Learning