data-profiling topic

List data-profiling repositories

dqo

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Data Quality and Observability platform for the whole data lifecycle, from profiling new data sources to full automation with Data Observability. Configure data quality checks from the UI or in YAML f...

swiple

79
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11
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Swiple enables you to easily observe, understand, validate and improve the quality of your data

raymon

19
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1
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The official http://raymon.ai data profiling and logging library.

GreatEx

20
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6
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A project for exploring how Great Expectations can be used to ensure data quality and validate batches within a data pipeline defined in Airflow.

cleanlab-studio

21
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4
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Client interface for all things Cleanlab Studio

gate

20
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1
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Drift detection module for machine learning pipelines.

odd-collector

42
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13
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Open-source metadata collector based on ODD Specification

data-observability-installer

76
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4
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Installer for DataKitchen's Open Source Data Observability Products. Data breaks. Servers break. Your toolchain breaks. Ensure your team is the first to know and the first to solve with visibility acr...

awesome-ml-data-quality-papers

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Papers about training data quality management for ML models.