data-quality-checks topic

List data-quality-checks repositories

traceml

493
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43
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Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

mobydq

245
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:whale: Tool to automate data quality checks on data pipelines

re-data

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re_data - fix data issues before your users & CEO would discover them 😊

RDFUnit

150
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42
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An RDF Unit Testing Suite

Django-Data-quality-system

178
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数据治理、数据质量检核/监控平台(Django+jQuery+MySQL)

NBi

106
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37
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NBi is a testing framework (add-on to NUnit) for Business Intelligence and Data Access. The main goal of this framework is to let users create tests with a declarative approach based on an Xml syntax....

high-frequency-checks

75
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A Stata template for running high frequency checks of incoming research data at Innovations for Poverty Action

sqlbucket

72
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Lightweight library to write, orchestrate and test your SQL ETL. Writing ETL with data integrity in mind.

hooqu

25
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hooqu is a library built on top of Pandas-like Dataframes for defining "unit tests for data". This is a spiritual port of Apache Deequ to Python

redflag

21
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6
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Safety net for machine learning pipelines. Plays nice with sklearn and pandas.