Data Centric Ai Python Packages

fiftyone-db

Refine high-quality datasets and visual AI models

fiftyone

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.

opendataval

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

fiftyone-db-ubuntu2204

Refine high-quality datasets and visual AI models

cleanlab-studio

Client interface to Cleanlab Studio

hyperview

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

fiftyone-desktop

Refine high-quality datasets and visual AI models

pydvl

pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation

selfclean

A holistic self-supervised data cleaning strategy to detect off-topic samples, near duplicates and label errors.

cleanlab-cli

Command line interface for all things Cleanlab Studio

labeller

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

bambird

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

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

ws-benchmark

[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark

kern-refinery

The open-source data-centric IDE for NLP.

fiftyone-db-debian9

Refine high-quality datasets and visual AI models

fiftyone-db-ubuntu2004

FiftyOne DB

refinery-python-sdk

Official Python SDK for Kern AI refinery.

fiftyone-db-rhel7

FiftyOne DB

fiftyone-db-ubuntu1604

Project FiftyOne database

kern-python-client

Official Python SDK for Kern AI refinery.