机器学习 · GitHub

Kedro 是一个面向生产环境的数据科学工具集。它采用软件工程最佳实践，帮助你构建可复现、易维护且模块化的数据工程和数据科学工作流。

• Project Template - A standard, modifiable and easy-to-use project template based on Cookiecutter Data Science.
• Data Catalog - A series of lightweight data connectors used to save and load data across many different file formats and file systems, including local and network file systems, cloud object stores, and HDFS. The Data Catalog also includes data and model versioning for file-based systems.

用于识别日文文本的光学字符识别工具，主要面向日本漫画。

YomiTokuはAIを活用した日本語文書解析エンジンを提供するPythonパッケージです。 Yomitoku is an AI-powered document image analysis package designed specifically for the Japanese language.

Span-level grounding verification for RAG, code, and tool-grounded AI outputs.

• Returns exact character spans instead of only an answer-level clean/flagged verdict.
• Supports RAG prose, multilingual QA, code-agent answers, and developer-tool output.

Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs

Open source neural network chess engine with GPU acceleration and broad hardware support.

All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.

• Python, Command Line, and Docker support
• Built for high performance including multi-GPU and multi-node support

LimiX：释放面向通用智能的结构化数据建模能力 https://arxiv.org/abs/2609.17488

Vector (and Scalar) Quantization, in Pytorch

A library for scientific machine learning and physics-informed learning

• enables the user code to be compact, resembling closely the mathematical formulation.
• 5 types of boundary conditions (BCs): Dirichlet, Neumann, Robin, periodic, and a general BC, which can be defined on an arbitrary domain or on a point set; and approximate distance functions for hard constraints.

[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥

利用 BERT 和 c-TF-IDF 创建易于解读的主题。

Open source tools for computational pathology - Nature BME

A Task-Based Workflow Orchestration Engine

• Task orchestration with Cron-style scheduling and dependency-aware DAGs via the Gust DSL.
• YAML and Shell DAG support for orchestrating shell commands and scripts.

This MATLAB and Simulink Challenge Project Hub contains a list of research and design project ideas. These projects will help you gain practical experience and insight into technology trends and industry directions.

SwarmUI（前身为 StableSwarmUI），一款模块化的 Stable Diffusion 网页界面，注重让强大工具易于使用，并兼顾高性能和可扩展性。

YOLOX 是一款高性能、无锚框的 YOLO，性能超越 YOLOv3~v5，并支持 MegEngine、ONNX、TensorRT、ncnn 和 OpenVINO。文档：https://yolox.readthedocs.io/

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

适用于 Laya 类型化决策模型的原生 MLX 运行时——在 M3 Max 上实现 7–14 毫秒的短决策。不支持文本生成、PyTorch 或云 API。