cleanlab: an open-source python framework for data-centric AI

• cleanlab

  69 8,651 9.4 Python

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

  

I've been busy building a standard open-source library for data-centric AI: https://github.com/cleanlab/cleanlab/

• examples

  12 98 7.8 Jupyter Notebook

  Notebooks demonstrating example applications of the cleanlab library (by cleanlab)

  

In one-line of python, cleanlab can automatically: 1) find mislabeled data + train robust models 2) detect outliers 3) estimate consensus + annotator-quality for datasets labeled by multiple annotators 4) suggest which data is best to label or re-label next (active learning)

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

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