simonsays1980

JaxLife

noah-pufferlib

Simplifying reinforcement learning for complex game environments

fabric

fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

rlbase_stable

morl-baselines

Multi-Objective Reinforcement Learning algorithms implementations.

PufferLib

Simplifying reinforcement learning for complex game environments

multi-agent-emergence-environments

Environment generation code for the paper "Emergent Tool Use From Multi-Agent Autocurricula"

unitree_rl_gym

llm-twin-course

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

lectures

Material for cuda-mode lectures

tox-uv

Use https://github.com/astral-sh/uv with tox

gigastep

CityLearn

Official reinforcement learning environment for demand response and load shaping

nvtop

GPU & Accelerator process monitoring for AMD, Apple, Huawei, Intel, NVIDIA and Qualcomm

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

trl

Train transformer language models with reinforcement learning.

speedscope

🔬 A fast, interactive web-based viewer for performance profiles.

flow

Computational framework for reinforcement learning in traffic control

xgboost_ray

Distributed XGBoost on Ray

DeepNetSlice

Reinforcement Learning tool for Network Slice Placement problems

Syllabus

Synchronized Curriculum Learning for RL Agents

OCTIS

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

CFN

Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023

audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

DRL-for-Pick-and-Place-Task-subtasks

A multi-subtask reinforcement learning method where complex tasks can be decomposed into low-level subtasks.

pysparklines

Python clone of @holman's spark

ray-llm

RayLLM - LLMs on Ray

sd

Intuitive find & replace CLI (sed alternative)

the-algorithm

Source code for Twitter's Recommendation Algorithm