9527xuejie

ORings

a number of images of O-rings for defects. O-rings are rubber gaskets used for sealing the joint between two surfaces. It is possible that during the manufacturing process the O-ring may become flawed.

Reinforcement-Learning

kinds of reinforcement learning model by Pytorch

The-Art-of-Linear-Algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

Deep-Learning-with-PyTorch-Tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

gym

A toolkit for developing and comparing reinforcement learning algorithms.

JSP-RL-Environment

IEEE-ICCE-RL-JSP

Deep Reinforcement Learning Based on Graph Neural Networks for Job-shop Scheduling

DQN-for-Scheduling-Problems

RL and DQN for easy JSP, FSP or others

JSSEnv

An OpenAi Gym environment for the Job Shop Scheduling problem.

jsspInstancesAndResults

A repository with a data set including instances and results from literature for the Job Shop Scheduling Problem (JSSP). While the raw data is provided as text files, it is also compiled in an R package with an API around it.

RL-Job-Shop-Scheduling

Reinforcement learning approach for job shop scheduling

RL-Job-Shop-Scheduling

Reinforcement learning approach for job shop scheduling

practicalAI-cn

AI实战-practicalAI 中文版

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

tensorflow-tutorial

Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.

fjsp-drl

flowshop-scheduling

Solving the Flow-shop scheduling problem with bruteforce, johnson's, neh and simulated annealing algorithms

FlowShopSchedulingusingVNS

In this Project we solve the flow shop problem using Variable Neighborhood Searching Technique.

Flow_shop

heuristic and meta heuristic for flow shop scheduling problem

Flow_shop

heuristic and meta heuristic for flow shop scheduling problem

FlowShopSchedulingusingVNS

In this Project we solve the flow shop problem using Variable Neighborhood Searching Technique.

JobSchedule

Implementation of paper "Research on Adaptive Job Shop Scheduling Problems Based on Dueling Double DQN"

flow_scheduling_dqn_pytorch

Intelligent Load Scheduling Policy for multi-controller sdn

implementing_Han_et_al_2019

paper reproduction RL for HFSP

DQN

A DQN sample based on Keras or Tensorflow2.x using Maze env, which mainly take MorvanZhou's code for reference.

Genetic-Algorithm-for-Job-Shop-Scheduling-and-NSGA-II

Learning how to implement GA and NSGA-II for job shop scheduling problem in python

Flow-Shop-Scheduling-Based-On-Reinforcement-Learning-Algorithm

Operations Research Application Project - Flow Shop Scheduling Based On Reinforcement Learning Algorithm

rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

opfython

🌳 A Python-inspired implementation of the Optimum-Path Forest classifier.

DL-based-Intelligent-Diagnosis-Benchmark

Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"