This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

End-to-End Object Detection with Transformers

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

Train your AI self, amplify you, bridge the world

Create web-based user interfaces with Python. The nice way.

SoTA open-source TTS

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

A Conversational Speech Generation Model

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

A formatter for Python files

Open source code for AlphaFold 2.

Official code for "F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching"

A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.

The pytest framework makes it easy to write small tests, yet scales to support complex functional testing

Beta release of Archon OS - the knowledge and task management backbone for AI coding assistants.

PaddleFormers is an easy-to-use library of pre-trained large language model zoo based on PaddlePaddle.

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

Structured Outputs

Simple, unified interface to multiple Generative AI providers

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

Pocket Flow: Codebase to Tutorial

Low-code framework for building custom LLMs, neural networks, and other AI models

Supercharge Your LLM Application Evaluations 🚀

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

Retrieval and Retrieval-augmented LLMs

A PyTorch-based Speech Toolkit