Shi Yuyi's repositories
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
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.
job-shop-scheduling
Job Shop Scheduling for single stage parallel machines, non-preemptive jobs, disjunctive resources, independent processing times
machine-learning-coursera-1
This repo is specially created for all the work done my me as a part of Coursera's Machine Learning Course.
RL-Job-Shop-Scheduling
Reinforcement learning approach for job shop scheduling
arrow
Bottleneck traveling salesman problem solver (BTSP), plus solvers for related problems.
DQN-tensorflow
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
job-shop-scheduling2
Determine a schedule for running a set of jobs.
Algo_Cds_Ordanncement
Python Implementation of a flow shop scheduling algorithm (JACKSON)
Flow-Shop-Scheduling-Based-On-Reinforcement-Learning-Algorithm
Operations Research Application Project - Flow Shop Scheduling Based On Reinforcement Learning Algorithm
Genetic-Algorithm-for-Job-Shop-Scheduling-and-NSGA-II
Learning how to implement GA and NSGA-II for job shop scheduling problem in python
JSSEnv
An OpenAi Gym environment for the Job Shop Scheduling problem.
opfython
🌳 A Python-inspired implementation of the Optimum-Path Forest classifier.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
The_Flow_Shop_Scheduling_Problem
Solving the Flow Shop Scheduling Problem using Genetic Algorithms