cleanlab/cleanlab

Add more unit tests to improve code coverage 6 days ago

good first issue

11.6K

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.

Python

#active-learning#annotation#anomaly-detection#data-annotation#data-centric-ai#data-cleaning#data-curation#data-labeling#data-profiling#data-quality#data-science#data-validation#datasets#exploratory-data-analysis#labeling#machine-learning#noisy-labels#out-of-distribution-detection#outlier-detection#weak-supervision

loosen the docs requirements 13 days ago

enhancement good first issue dependencies help-wanted

cleanlab/cleanlab

11.6K

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.

Python

#active-learning#annotation#anomaly-detection#data-annotation#data-centric-ai#data-cleaning#data-curation#data-labeling#data-profiling#data-quality#data-science#data-validation#datasets#exploratory-data-analysis#labeling#machine-learning#noisy-labels#out-of-distribution-detection#outlier-detection#weak-supervision

Add Example codeblock to the docstrings of important functions 14 days ago

enhancement good first issue

cleanlab/cleanlab

11.6K

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.

Python

#active-learning#annotation#anomaly-detection#data-annotation#data-centric-ai#data-cleaning#data-curation#data-labeling#data-profiling#data-quality#data-science#data-validation#datasets#exploratory-data-analysis#labeling#machine-learning#noisy-labels#out-of-distribution-detection#outlier-detection#weak-supervision

[Datalab new issue type] detect incorrect usage of placeholder-values in features 3 months ago

enhancement good first issue help-wanted

cleanlab/cleanlab

11.6K

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.

Python

#active-learning#annotation#anomaly-detection#data-annotation#data-centric-ai#data-cleaning#data-curation#data-labeling#data-profiling#data-quality#data-science#data-validation#datasets#exploratory-data-analysis#labeling#machine-learning#noisy-labels#out-of-distribution-detection#outlier-detection#weak-supervision

Improve property-based test for near-duplicate sets 4 months ago

good first issue help-wanted

cleanlab/cleanlab

11.6K

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.

Python

#active-learning#annotation#anomaly-detection#data-annotation#data-centric-ai#data-cleaning#data-curation#data-labeling#data-profiling#data-quality#data-science#data-validation#datasets#exploratory-data-analysis#labeling#machine-learning#noisy-labels#out-of-distribution-detection#outlier-detection#weak-supervision

Sanitize label column when initializing a Datalab instance. 4 months ago

enhancement good first issue help-wanted

cleanlab/cleanlab

11.6K

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.

Python

#active-learning#annotation#anomaly-detection#data-annotation#data-centric-ai#data-cleaning#data-curation#data-labeling#data-profiling#data-quality#data-science#data-validation#datasets#exploratory-data-analysis#labeling#machine-learning#noisy-labels#out-of-distribution-detection#outlier-detection#weak-supervision

extend active learning with multiple annotators to multi-label datasets 5 months ago

enhancement good first issue low priority help-wanted

cleanlab/cleanlab

11.6K

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.

Python

#active-learning#annotation#anomaly-detection#data-annotation#data-centric-ai#data-cleaning#data-curation#data-labeling#data-profiling#data-quality#data-science#data-validation#datasets#exploratory-data-analysis#labeling#machine-learning#noisy-labels#out-of-distribution-detection#outlier-detection#weak-supervision

Docstring of Datalab.find_issues issue_types docstring should link to the guide 7 months ago

good first issue low priority help-wanted documentation

cleanlab/cleanlab

11.6K

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.

Python

#active-learning#annotation#anomaly-detection#data-annotation#data-centric-ai#data-cleaning#data-curation#data-labeling#data-profiling#data-quality#data-science#data-validation#datasets#exploratory-data-analysis#labeling#machine-learning#noisy-labels#out-of-distribution-detection#outlier-detection#weak-supervision

Turn near-duplicate score test into a property-based test 9 months ago

good first issue help-wanted

cleanlab/cleanlab

11.6K

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.

Python

#active-learning#annotation#anomaly-detection#data-annotation#data-centric-ai#data-cleaning#data-curation#data-labeling#data-profiling#data-quality#data-science#data-validation#datasets#exploratory-data-analysis#labeling#machine-learning#noisy-labels#out-of-distribution-detection#outlier-detection#weak-supervision

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