Chupeng Su's repositories
awesome-chatgpt-prompts-zh
ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。
awesome-graph-transformer
Papers about graph transformers.
FlexibleJobShopDynamicScheduling
flexible job shop static and dynamic scheduling based on SPT dispatch rules
AI-blog
Accompanying repository for Let's make a DQN / A3C series.
Awesome-Evolutionary-Reinforcement-Learning
Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning
Best-websites-a-programmer-should-visit-zh
程序员应该访问的最佳网站中文版
Deep-MARL-for-Dynamic-JSP
COR paper: A Deep Multi-Agent Reinforcement Learning Approach to Solve Dynamic Job Shop Scheduling Problem
DeepRL
Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone
DRL-SimPy-JobShop
An integration of deep reinforcement learning and discrete-event simulation for job shop scheduling problem.
FJSP-DRL-MO
The code will be available after our paper is accepted.
fjsp-instances
Flexible Job Shop Instances
Hands-on-RL
https://hrl.boyuai.com/
iwies
Code for "Instance Weighted Incremental Evolution Strategies (IW-IES)"
jenetics
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
metaheuristics
Implement the-state-of-the-art meta-heuristic algorithms using python (numpy)
MOEA-D-and-NSGA--for-FJSP
this repo has use MOEA/D and NSGA-Ⅱ to solve multi-objective FJSP problem
NSGAII-and-MOEA-D
nsga2 and MOEA/D
pcbDefectDetectionYOLO
PCB defect detection using YOLOv3, on DeepPCB dataset.
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
rl4co
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
schlably
Official Schlably Repository by the Institute for TMDT
scikit-opt
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
ShopSchedule
Shop scheduling problem includes job shop, flexible job shop, flow shop and hybrid flow shop.
SimRLFab
Simulation and reinforcement learning framework for production planning and control of complex job shop manufacturing systems
Variable-Neighborhood-Search
VNS Algorithm