Pinned 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.
Deep-Reinforcement-Learning-for-Solving-Job-Shop-Scheduling-Problems
DRL on JSSPs
DRL_to_DFJSP
this repository is used to reappear thesis《Dynamic scheduling for flexible job shop with new job insertions by deep reinforcement learning》
fjsp-drl
FlexibleJobShopDynamicScheduling
flexible job shop static and dynamic scheduling based on SPT dispatch rules
GA_FJSP_pymoo
GA_solve_JSSP
JobShopPRO
Program for managing orders, planning and scheduling in job shop production system using popular heuristics alghorithms.
PGRL
Chupeng24's Repositories
Chupeng24/FlexibleJobShopScheduling
flexible job shop static scheduling based on improved iterative local search algorithm
Chupeng24/AlphaTree-graphic-deep-neural-network
AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN),图神经网络(GNN),NLP,大数据相关的发展路书(roadmap), 并附海量源码(python,pytorch)带大家消化基本知识点,突破面试,完成从新手到合格工程师的跨越,其中深度学习相关论文附有tensorflow caffe官方源码,应用部分含推荐算法和知识图谱
Chupeng24/pytorch_geometric
Graph Neural Network Library for PyTorch
Chupeng24/TSP_DRL_PtrNet
"Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver
Chupeng24/ML-DAM
Chupeng24/Gymjsp
Share a benchmark that can easily apply reinforcement learning in Job-shop-scheduling
Chupeng24/DRL_to_DFJSP
this repository is used to reappear thesis《Dynamic scheduling for flexible job shop with new job insertions by deep reinforcement learning》
Chupeng24/GA_for_HFSP
HFSP: Hybrid Flow Shop Scheduling Problem
Chupeng24/ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
Chupeng24/ElegantRL
Lightweight and scalable deep reinforcement learning using PyTorch. 🔥
Chupeng24/gnn_jssp
Master's Thesis - Graph Neural Networks for Compact Representation for Job Shop Scheduling Problems: A Comparative Benchmark
Chupeng24/rl-book
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
Chupeng24/pyjssp
Chupeng24/tianshou
An elegant PyTorch deep reinforcement learning library.
Chupeng24/annotated_deep_learning_paper_implementations
🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback, vit), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, distillation, etc.
Chupeng24/garage
A toolkit for reproducible reinforcement learning research.
Chupeng24/rlkit
Collection of reinforcement learning algorithms
Chupeng24/tf2rl
TensorFlow2 Reinforcement Learning
Chupeng24/tensorflow-handbook
简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程
Chupeng24/powerful-gnns
How Powerful are Graph Neural Networks?
Chupeng24/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Chupeng24/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Chupeng24/JSSEnv
An OpenAi Gym environment for the Job Shop Scheduling problem.
Chupeng24/Job_Shop_Scheduling_Problem_with_Reinforcement_Learning
This is the implemention of JSSP with RL. The framework used for RL is actor critic and the dataset comes from Tianchi competition.
Chupeng24/or-tools
Google's Operations Research tools:
Chupeng24/pytorch-book
Source codes for the book "Application of Neural Network and PyTorch"
Chupeng24/Metaheuristic-Local_Search-Variable_Neighborhood_Search
Variable Neighborhood Search Function for TSP problems
Chupeng24/gym
A toolkit for developing and comparing reinforcement learning algorithms.
Chupeng24/TSP_Transformer
Code for TSP Transformer
Chupeng24/L2D