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awesome-mlops

A curated list of references for MLOps

bin-packing

cherrycore

AI Training Chip

cleanrl

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

dotfiles

Files that start with a period go here.

driveforever

A gym environment for training reinforcement learning agents on TrackMania Nations Forever game

fromthetensor

From the Tensor to Transformers, a rough outline for a course.

generative-models

A collection of various generative ML models

hypernix

Nixos+hyprland

jumanji

A diverse suite of scalable reinforcement learning environments in JAX

learngpt

letsplayatari

Solving Atari breakout with PPO on a Laptop CPU (i5-4300u)

lily

Neural Network written from scratch ( numpy only)

maddpg-pettingzoo-pytorch

implementation of MADDPG using PettingZoo and PyTorch

mava

🦁 A library of multi-agent reinforcement learning systems and components

mavsmb

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

ml-design-patterns

Software Architecture for ML engineers

modelbasedrl

A collection of Model Based RL algorithms

multiagentrl

Series of MultiAgent RL expirements

muzero-cartpole

A simple implemenation of muzero on cartpole

neural-network-pipeline

The full pipeline from the quantitative training of the neural network, then conversion to FPGA IPs and the generation of a complete RISC-V SoC.

open-assistant

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

openpilot-pipeline

Training pipeline for end-to-end self-driving with Comma AI's Openpilot. WIP

orolo

This a machine learning library that achieves Model accuracy of about 95% on the MNIST dataset, its built on top of numpy

oroloenv

An attempt to build reinforcement learning environments that scale well with Hardware

orolorl

A collection of single file implementation of reinforcement learning algorithms (PPO, SAC, DQN, DDPG)

project

rl-template

Template for fast, efficient, and simple Reinforcement Learning

scs-2d-demo

Demo for the Simple 2D Constraint Solver.