Beast code in Giters

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

Language:PythonNOASSERTION529000

pydantic

Data validation using Python type hints

Language:PythonMIT2050600

gpu-optimization-workshop

Slides, notes, and materials for the workshop

29700

corenet

CoreNet: A library for training deep neural networks

Language:PythonNOASSERTION691800

llm.c

LLM training in simple, raw C/CUDA

Language:CudaMIT2330000

llama.cpp

LLM inference in C/C++

Language:C++MIT6501900

Qwen

The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

Language:PythonApache-2.01330700

vlmaps

[ICRA2023] Implementation of Visual Language Maps for Robot Navigation

Language:PythonMIT35700

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Language:Jupyter NotebookApache-2.03718200

pytorch-custom-utils

Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new AI research

Language:PythonMIT11500

mlx

MLX: An array framework for Apple silicon

Language:C++MIT1644800

pytorch_memonger

Experimental ground for optimizing memory of pytorch models

Language:PythonGPL-3.035600

FreeU

FreeU: Free Lunch in Diffusion U-Net (CVPR2024 Oral)

MIT168300

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

Language:PythonNOASSERTION835000

waymax

A JAX-based simulator for autonomous driving research.

Language:PythonNOASSERTION82200

benchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

Language:PythonBSD-3-Clause84500

rl-baselines3-zoo

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

Language:PythonMIT198200

consistency_models

Official repo for consistency models.

Language:PythonMIT607300

x-transformers

A concise but complete full-attention transformer with a set of promising experimental features from various papers

Language:PythonMIT457700

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Language:PythonMIT792400

point-cloud-prediction

Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks

Language:PythonMIT14100

p_tqdm

Parallel processing with progress bars

Language:PythonMIT45600