LKKlein

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, ... 🧠

ColossalAI

Making large AI models cheaper, faster and more accessible

faiss

A library for efficient similarity search and clustering of dense vectors.

MiniGPT-4

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

IOPaint

Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.

onnx

Open standard for machine learning interoperability

fauxpilot

FauxPilot - an open-source alternative to GitHub Copilot server

DB-GPT

AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

LaTeX-OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

trl

Train transformer language models with reinforcement learning.

go-proxy-bingai

用 Vue3 和 Go 搭建的微软 New Bing 演示站点，拥有一致的 UI 体验，支持 ChatGPT 提示词，国内可用。

PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

tsfresh

Automatic extraction of relevant features from time series:

models

A collection of pre-trained, state-of-the-art models in the ONNX format

LangChain-Chinese-Getting-Started-Guide

LangChain 的中文入门教程

wenda

闻达：一个LLM调用平台。目标为针对特定环境的高效内容生成，同时考虑个人和中小企业的计算资源局限性，以及知识安全和私密性问题

MiaoYan

⛷ Lightweight Markdown app to help you write great sentences. ⛷ 轻灵的 Markdown 笔记本伴你写出妙言

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

x-transformers

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

CRAFT-pytorch

Official implementation of Character Region Awareness for Text Detection (CRAFT)

Linly

Chinese-LLaMA 1&2、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集

data-augmentation-review

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

safe-rlhf

Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

text_renderer

minSDXL

Huggingface-compatible SDXL Unet implementation that is readily hackable

fiddle

chatgpt-sql

Allows you to query an SQL database using natural language.