Data Centric Ai Python Packages

fiftyone

Refine high-quality datasets and visual AI models

fiftyone-db

Refine high-quality datasets and visual AI models

cleanlab

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.

cleanvision

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

cleanlab-studio

Client interface to Cleanlab Studio

fiftyone-db-ubuntu2204

Refine high-quality datasets and visual AI models

selfclean

[NeurIPS 2024] 🧼🔎 A holistic self-supervised data cleaning strategy to detect irrelevant samples, near duplicates and label errors.

fiftyone-desktop

FiftyOne Desktop

pydvl

The Python Data Valuation Library

opendataval

OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)

fiftyone-db-ubuntu2004

Refine high-quality datasets and visual AI models

cleanlab-cli

Client interface to Cleanlab Studio

labeller

Quickly set up an image labelling web application for manually tagging images for machine learning tasks.

hyperview

HyperView curates datasets and provides model introspection in hyperbolic and Euclidean geometries.

example-package-elisno

The standard package for data-centric AI, machine learning with label errors, and automatically finding and fixing dataset issues in Python.

docta-ai

Docta.ai

bambird

Unsupervised classification to improve the quality of a bird song recording dataset. https://doi.org/10.1016/j.ecoinf.2022.101952

kern-refinery

The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

fiftyone-db-debian9

FiftyOne DB

refinery-python-sdk

Official Python SDK for Kern AI refinery.

ws-benchmark

[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark

fiftyone-db-ubuntu1604

Project FiftyOne database

fiftyone-db-rhel7

Refine high-quality datasets and visual AI models

kern-python-client

Official Python SDK for Kern AI refinery.