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