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Maschinelles Lernen · GitHub

Finde Frameworks zum Trainieren, Bewerten und Ausführen von Modellen und vergleiche das Community-Interesse.

Nützliche GitHub-Projekte

4,743 Projekte
220Sterne+2in 24h
Awesome-AI4AI preview

Updated weekly — until humanity achieves AI4AI. 965 curated papers across Benchmarks, Harness Design, and Model Design — from long-horizon agents to recursive self-improvement. Citation rankings, GitHub stars, and source-verified weekly news.

kedro

kedro-org

11,053Sterne+2in 24h
kedro preview

Kedro ist eine Tool-Sammlung für Data Science in produktionsreifen Umgebungen. Mithilfe bewährter Methoden der Softwareentwicklung unterstützt es dich dabei, reproduzierbare, wartbare und modulare Pipelines für Data Engineering und Data Science zu erstellen.

  • 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.
19,148Sterne+2in 24h

:book: Eine kuratierte Liste von Ressourcen zur Verarbeitung natürlicher Sprache (NLP)

  • NLP's ImageNet moment has arrived - 2018 essay on the rise of pretrained language models.
  • Survey of the State of the Art in Natural Language Generation - 2017 NLG survey.

Kiln

Kiln-AI

5,269Sterne+2in 24h
Kiln preview

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

yomitoku

kotaro-kinoshita

1,702Sterne+2in 24h
yomitoku preview

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.

LettuceDetect

KRLabsOrg

624Sterne+2in 24h
LettuceDetect preview

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.

lc0

LeelaChessZero

3,280Sterne+2in 24h
lc0 preview

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

lightly-train

lightly-ai

1,734Sterne+2in 24h
lightly-train preview

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

limix-ldm-ai

4,414Sterne+2in 24h
LimiX preview

LimiX: Modellierungsfähigkeiten für strukturierte Daten für allgemeine Intelligenz erschließen https://arxiv.org/abs/2609.17488

deepxde

lululxvi

4,506Sterne+2in 24h
deepxde preview

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.

RT-DETR

lyuwenyu

5,665Sterne+2in 24h
RT-DETR preview

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