hdchao

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

grok-1

Grok open release

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

style2paints

sketch + style = paints :art: (TOG2018/SIGGRAPH2018ASIA)

Open-Sora-Plan

This project aim to reproduce Sora (Open AI T2V model), we wish the open source community contribute to this project.

minbpe

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

llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

low_cost_robot

Deep-Reinforcement-Learning-Hands-On

Hands-on Deep Reinforcement Learning, published by Packt

Book-Mathematical-Foundation-of-Reinforcement-Learning

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

stable-diffusion-tutorial

全网最全Stable Diffusion全套教程，从入门到进阶，耗时三个月制作

Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original

Machine Learning for Algorithmic Trading, Second Edition - published by Packt

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

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

llm-colosseum

Benchmark LLMs by fighting in Street Fighter 3! The new way to evaluate the quality of an LLM

LlamaGym

Fine-tune LLM agents with online reinforcement learning

gdrl

Grokking Deep Reinforcement Learning

Transformers-for-NLP-2nd-Edition

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

Python-for-Finance-Cookbook

Python for Finance Cookbook, published by Packt

humanoid-gym

Humanoid-Gym: Reinforcement Learning for Humanoid Robot with Zero-Shot Sim2Real Transfer https://arxiv.org/abs/2404.05695

makeMoE

From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)

NBCE

Naive Bayes-based Context Extension

smalldiffusion

Simple and readable code for training and sampling from diffusion models

Python-for-Finance-Cookbook-2E

The repository of "Python for Finance Cookbook" 2nd edition

LLM-RLHF-Tuning-with-PPO-and-DPO

Comprehensive toolkit for Reinforcement Learning from Human Feedback (RLHF) training, featuring instruction fine-tuning, reward model training, and support for PPO and DPO algorithms with various configurations for the Alpaca, LLaMA, and LLaMA2 models.

lite-sora

An initiative to replicate Sora

diffusion

From-scratch diffusion model implemented in PyTorch.

EasyRL4Rec

umi-gripper.github.io

ParaDance

Offers a toolset for comprehensive, multi-faceted large-scale data analysis and optimizations

DT4Rec