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feathr-ai/feathr 1.0.0

Feathr – A scalable, unified data and AI engineering platform for enterprise

Scala versions: 2.12

feature-governance feature-management apache-spark azure data-science feature-engineering artificial-intelligence feature-store machine-learning feature-metadata mlops data-engineering feature-marketplace data-quality feature-platform

1987 43
treeverse/lakefs 0.14.1

lakeFS - Data version control for your data lake | Git for data

Scala versions: 2.12

apache-sparksql data-version-control data-engineering datalake aws-s3 data-quality go lakefs data-lake git-for-data azure-storage object-storage hadoop-filesystem golang apache-spark data-versioning datalakes google-cloud-storage azure-blob-storage

4461 93
timgent/data-flare 3.2.0_0.1.14

Data quality control tool built on spark and deequ

Scala versions: 2.12

big-data data-quality spark

24 5
whylabs/whylogs-java 0.1.3

Profile and monitor your ML data pipeline end-to-end

Scala versions: 2.12

whylogs apache-spark calculate-statistics statistics approximate-statistics data-quality java dataset statistical-properties aiops mlops spark ai-pipelines

177 6
piotr-kalanski/data-quality-monitoring 0.3.8

Data Quality Monitoring Tool

Scala versions: 2.11

data-quality monitoring scala spark

16 1
absaoss/spark-data-standardization 0.2.2

A library for Spark that helps to stadardize any input data (DataFrame) to adhere to the provided schema.

Scala versions: 2.13 2.12 2.11

data-structures data-quality schema spark scala

5 8
sparkutils/quality 0.1.3

A Quality Spark DQ Library

Scala versions: 2.12 2.11

databricks data-ingestion lambda data-quality spark

4 1
whylabs/whylogs 0.7.0

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

Scala versions: 2.12

logging calculate-statistics approximate-statistics dataops data-quality ml-pipelines ai-pipelines data-pipeline constraints dataset python mlops model-performance data-science analytics statistical-properties machine-learning data-constraints

2656 23

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feathr-ai/feathr 1.0.0

treeverse/lakefs 0.14.1

timgent/data-flare 3.2.0_0.1.14

whylabs/whylogs-java 0.1.3

piotr-kalanski/data-quality-monitoring 0.3.8

absaoss/spark-data-standardization 0.2.2

sparkutils/quality 0.1.3

whylabs/whylogs 0.7.0