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cleanlab/cleanlab

An open-source library for data-centric AI with tools for data quality and machine learning on messy, real-world data.

11.4K

Active

Python

Data Quality

Python

#data-centric-ai#data-quality#data-cleaning

voxel51/fiftyone

Refine high-quality datasets and visual AI models with this Python library for active learning and data curation.

10.4K

Active

Python

Computer Vision

Python

#active-learning#data-curation#data-quality

Docta-ai/docta

A Python library that helps diagnose and curate datasets for data-centric AI applications.

3.5K

Archived

Python

LLM Frameworks

Caching

#data-curation#data-diagnosis#language-model

visual-layer/fastdup

Accelerate data curation and augmentation with this scalable, free tool for image and video analysis.

1.8K

Stable

Python

Computer Vision

ETL & Pipelines

Python

#data-augmentation#data-curation#image-processing

NVIDIA-NeMo/Curator

Scalable data pre processing and curation toolkit for Large Language Models (LLMs)

1.4K

Active

Python

#data-curation#large-language-models#data-preparation

Renumics/spotlight

Interactively explore unstructured datasets like audio, images, and video using this TypeScript library.

1.3K

Active

TypeScript

Computer Vision

Caching

React

#data-visualization#exploratory-data-analysis#unstructured-data

daochenzha/data-centric-AI

A curated list of resources for data-centric AI development, including tools, frameworks, and best practices.

1.1K

Archived

LLM Frameworks

Databases

#data-centric-ai#machine-learning#data-science

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