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[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

Python 2,356 410 Updated Oct 15, 2025

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

Python 6,307 1,278 Updated Jun 20, 2025

A Library for Advanced Deep Time Series Models for General Time Series Analysis.

Python 10,647 1,711 Updated Nov 13, 2025

Trax — Deep Learning with Clear Code and Speed

Python 8,292 828 Updated Sep 26, 2025

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputatio…

Python 1,871 173 Updated Oct 16, 2025

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

Python 1,110 213 Updated Sep 3, 2025

Google's Operations Research tools:

C++ 12,683 2,305 Updated Nov 18, 2025

PlayGround: AI Research into Multi-Agent Learning.

Python 773 214 Updated Dec 19, 2023

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

Python 2,679 598 Updated Oct 12, 2025

StarCraft II Learning Environment

Python 8,210 1,172 Updated Jul 23, 2024

SMAC: The StarCraft Multi-Agent Challenge

Python 1,283 238 Updated Feb 18, 2024

An Easy-to-use, Scalable and High-performance RLHF Framework based on Ray (PPO & GRPO & REINFORCE++ & vLLM & Ray & Dynamic Sampling & Async Agentic RL)

Python 8,408 815 Updated Nov 9, 2025

Train transformer language models with reinforcement learning.

Python 16,329 2,297 Updated Nov 18, 2025

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Python 39,888 6,911 Updated Nov 18, 2025

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Python 8,296 899 Updated Jul 8, 2025

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

Python 663 221 Updated Nov 6, 2025

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Python 12,073 1,994 Updated Nov 14, 2025

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

Python 10,666 1,189 Updated Nov 17, 2025

⚡ The Mobile Robot Programming Toolkit (MRPT)

C++ 2,086 654 Updated Nov 17, 2025

Tennis analysis using deep learning and machine learning

Python 176 40 Updated Aug 26, 2024

A hyperparameter optimization framework

Python 13,056 1,199 Updated Nov 18, 2025

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

Python 2,621 575 Updated Oct 15, 2025

Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019

Jupyter Notebook 714 135 Updated Jun 12, 2023