dead-salmon-brain

Apache Spark based framework for analysis A/B experiments

APACHE-2.0 License

Downloads
373
Stars
11
Committers
3
View Code on GitHub
Ecosystems: Apache Spark, Python, Java, Scala

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dead-salmon-brain - v0.0.9 Latest Release

Published by deadsalmonbrain 5 months ago

What's Changed

  • fixed OutlierRemoveTransformer and added srm stat by @deadsalmonbrain
dead-salmon-brain - sdk.0.0.3

Published by livesalmonbrain over 2 years ago

dead-salmon-brain - sdk.0.0.2

Published by livesalmonbrain over 2 years ago

dead-salmon-brain - sdk.0.0.1

Published by livesalmonbrain over 2 years ago

dead-salmon-brain - Exp admin. Broken data fix

Published by livesalmonbrain over 2 years ago

dead-salmon-brain - Added additional data and experiment validations

Published by deadsalmonbrain over 2 years ago

dead-salmon-brain - Bug fix for small groups

Published by deadsalmonbrain over 2 years ago

dead-salmon-brain - Added entitty category for stat analysis

Published by deadsalmonbrain over 2 years ago

dead-salmon-brain - Correct python API and sample size bug fixes

Published by deadsalmonbrain almost 3 years ago

dead-salmon-brain - A/B experiments base features

Published by deadsalmonbrain almost 3 years ago

  1. Welch and Mann–Whitney tests for distributed and local computing
  2. Auto select between Welch and Mann–Whitney
  3. Functionality for outlier remove
  4. Sample ratio mismatch detection based on Chi square
  5. Minimum sample size estimation
  6. Metric aggregation and ratio transformation for statistical analysis
  7. Bucketing
  8. Python API
Package Rankings
Top 37.55% on Repo1.maven.org
Top 19.51% on Pypi.org
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