Wyatt Makedonski's starred repositories

Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

Language:PythonLicense:Apache-2.0Stargazers:36863Issues:429Issues:1641

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

FinRL

FinRL: Financial Reinforcement Learning. 🔥

Language:Jupyter NotebookLicense:MITStargazers:9456Issues:199Issues:707

deep-rl-class

This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

Language:MDXLicense:Apache-2.0Stargazers:3747Issues:83Issues:289

awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)

Awesome-LLM-Robotics

A comprehensive list of papers using large language/multi-modal models for Robotics/RL, including papers, codes, and related websites

balanced-employee-ip-agreement

GitHub's employee intellectual property agreement, open sourced and reusable

toolformer-pytorch

Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI

Language:PythonLicense:MITStargazers:1928Issues:38Issues:16

Deep-Reinforcement-Learning-Hands-On-Second-Edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

Language:Jupyter NotebookLicense:MITStargazers:1099Issues:25Issues:44

iris

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

Language:PythonLicense:GPL-3.0Stargazers:781Issues:22Issues:22

rliable

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:726Issues:11Issues:15

openems

OpenEMS - Open Source Energy Management System

Language:JavaLicense:AGPL-3.0Stargazers:715Issues:40Issues:0

CityLearn

Official reinforcement learning environment for demand response and load shaping

Language:PythonLicense:MITStargazers:452Issues:20Issues:56

codebase

MARL-Book's official codebase repo. www.marl-book.com

Gym-Trading-Env

A simple, easy, customizable Gymnasium environment for trading.

Language:PythonLicense:MITStargazers:277Issues:14Issues:16

andes

Python toolbox / library for power system transient dynamics simulation with symbolic modeling and numerical analysis 🔥

Language:PythonLicense:NOASSERTIONStargazers:209Issues:16Issues:56

openmodelica-microgrid-gym

OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids

Language:ModelicaLicense:GPL-3.0Stargazers:180Issues:14Issues:84

rl-testbed-for-energyplus

Reinforcement Learning Testbed for Power Consumption Optimization using EnergyPlus

Language:PythonLicense:MITStargazers:179Issues:22Issues:67

pymgrid

pymgrid is a python library to generate and simulate a large number of microgrids.

Language:PythonLicense:LGPL-3.0Stargazers:166Issues:11Issues:58

episodic-transformer-memory-ppo

Clean baseline implementation of PPO using an episodic TransformerXL memory

Language:PythonLicense:MITStargazers:127Issues:4Issues:14

RLSolver

Solvers for NP-hard and NP-complete problems with an emphasis on high-performance GPU computing.

Language:PythonLicense:MITStargazers:122Issues:4Issues:24

RLGC

An open-source platform for applying Reinforcement Learning for Grid Control (RLGC)

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:104Issues:4Issues:15

Chargym-Charging-Station

Chargym simulates the operation of an electric vehicle charging station (EVCS) considering random EV arrivals and departures within a day. This is a generalised environment for charging/discharging EVs under various disturbances (weather conditions, pricing models, stochastic arrival-departure EV times and stochastic Battery State of Charge (BOC) at arrival). This is an open source OpenAI Gym environment for the implementation of Reinforcement Learning (RL), Rule-based approaches (RB) and Intelligent Control (IC).

open-MaStR

A collaborative software to download the energy database Marktstammdatenregister (MaStR)

Language:PythonLicense:AGPL-3.0Stargazers:80Issues:8Issues:313

l2rpn-baselines

L2RPN Baselines a repository to host baselines for l2rpn competitions.

Language:PythonLicense:MPL-2.0Stargazers:80Issues:13Issues:29

ElectricalEnergyStorage

Free library that contains models with different complexity for simulating of electric energy storages like batteries (single cells as well as stacks) interacting with loads, battery management systems, loads and charging devices.

FleetRL

Realistic RL environments for vehicle fleets

Language:PythonLicense:GPL-3.0Stargazers:22Issues:2Issues:0