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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

code-kern-ai/refinery

An open-source tool for scaling, assessing, and maintaining natural language data for AI/ML models.

1.5K
Archived
Python
Data Labeling
Search-as-a-Service
Python
#active-learning#data-labeling#natural-language-processing

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

cleanlab/cleanvision

Automatically find issues in image datasets and practice data-centric computer vision.

1.2K
Active
Python
Computer Vision
Data Exploration
Python
#computer-vision#data-quality#data-profiling

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

HazyResearch/data-centric-ai

A collection of resources for developers interested in data-centric AI approaches and techniques.

1.1K
Archived
TeX
LLM Frameworks
Tutorials & Courses
#data-centric-ai#machine-learning#ai-resources

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