data-centric-ai topic
cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
refinery
The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
wrench
[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark
data-centric-ai
Resources for Data Centric AI
refinery-python-sdk
Official Python SDK for Kern AI refinery.
LLPC
Frontiers in Neuroinformatics 2022: Local Label Point Correction for Edge Detection of Overlapping Cervical Cells
Data-Centric-AI-Competition
Codes for a Top 5% finish in the Data-Centric AI Competition organized by Andrew Ng and DeepLearning.AI
spotlight
Interactively explore unstructured datasets from your dataframe.
awesome-open-data-centric-ai
Curated list of open source tooling for data-centric AI on unstructured data.
data-centric-AI
A curated, but incomplete, list of data-centric AI resources.