data-centric-ai topic

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

cleanlab

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

code-kern-ai

[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark

JieyuZ2

Resources for Data Centric AI

HazyResearch

Official Python SDK for Kern AI refinery.

code-kern-ai

Frontiers in Neuroinformatics 2022: Local Label Point Correction for Edge Detection of Overlapping Cervical Cells

nachifur

Codes for a Top 5% finish in the Data-Centric AI Competition organized by Andrew Ng and DeepLearning.AI

kennethleungty

Interactively explore unstructured datasets from your dataframe.

Renumics

Curated list of open source tooling for data-centric AI on unstructured data.

Renumics

A curated, but incomplete, list of data-centric AI resources.

daochenzha