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benchmark for bi-level optimization solvers
This repository contains PyTorch implementations of deep reinforcement learning algorithms and environments for Robotics and Controls. The goal of this project is to include engineering applications for industrial optimization. I reproduce the results of several model-free and modelbased RL algorithms in continuous and discrete action domains.
Master Thesis Project for DRL in power system restoration using renewables
Extensible Combinatorial Optimization Learning Environments
A robot powered training repository :robot:
Grid2Op a testbed platform to model sequential decision making in power systems.
This is my public repo of all my MATLAB Screen cast codes and other random codes written in MATLAB
Repository for the graduate course "Practical Introduction to Neural Networks" at the University of Washington
The "Python Machine Learning (3rd edition)" book code repository
Reimplementation of simple policy gradient algorithms such as REINFORCE and Actor-Critic methods.
RL used in optimal control and MDP fields
Designed a smaller architecture implemented from the paper Deep Residual Learning for Image Recognition and achieved 93.65% accuracy.
A model demo which uses ResNet18 as the backbone to do image recognition tasks.Using Pytorch.
Learning to branch with reinforcement learning using retrospective trajectories for exact combinatorial optimisation.
Minimalistic implementation of Vanilla Policy Gradient with PyTorch
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.