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Recent Releases of rexmex

rexmex - 0.1.3 fix scikit-learn dependency

What's Changed

  • scikit-learn dependency fix by @dobraczka
  • minor type fixes by @kajocina

Full Changelog: https://github.com/AstraZeneca/rexmex/compare/v_00102...release-v0.1.3

- Python
Published by kajocina about 3 years ago

rexmex - 0.1.2. Unfix pandas version and bug fixes

What's Changed

  • Docstring fix by @kajocina in https://github.com/AstraZeneca/rexmex/pull/47
  • added CoverageScoreCard to init by @kajocina in https://github.com/AstraZeneca/rexmex/pull/48
  • Remove broken link to examples by @benedekrozemberczki in https://github.com/AstraZeneca/rexmex/pull/50
  • Unfix pandas version in RexMex requirements by @GavEdwards in https://github.com/AstraZeneca/rexmex/pull/54
  • Release 0.1.2 by @GavEdwards in https://github.com/AstraZeneca/rexmex/pull/55

Note: version 0.1.2 due to an issue with creating the 0.1.1 release.

Full Changelog: https://github.com/AstraZeneca/rexmex/compare/v00100...v00102

- Python
Published by GavEdwards over 3 years ago

rexmex - 0.1.0. Default classification function swap, item and user coverage

What's Changed

  • Use registry pattern for ClassificationMetricSet by @cthoyt in https://github.com/AstraZeneca/rexmex/pull/40
  • Coverage refactor, added CoverageMetricSet and CoverageScoreCard by @kajocina in https://github.com/AstraZeneca/rexmex/pull/42
  • Annotate redundant functions by @cthoyt in https://github.com/AstraZeneca/rexmex/pull/41

- Python
Published by benedekrozemberczki about 4 years ago

rexmex - 0.0.15. Improved tests, binarize annotation, scorecard interface

What's Changed

  • Update name in citation by @cthoyt in https://github.com/AstraZeneca/rexmex/pull/39
  • Add binarize annotation by @cthoyt in https://github.com/AstraZeneca/rexmex/pull/36
  • Cleanup scorecard interface by @cthoyt in https://github.com/AstraZeneca/rexmex/pull/38
  • Improve testing by @cthoyt in https://github.com/AstraZeneca/rexmex/pull/37

Full Changelog: https://github.com/AstraZeneca/rexmex/compare/v00014...v00015

- Python
Published by benedekrozemberczki about 4 years ago

rexmex - 0.0.14. Metric Annotations 🦖🦖

What's Changed 🦖🦖

  • Demonstrate annotating structured metadata to classification functions by @cthoyt in https://github.com/AstraZeneca/rexmex/pull/29
  • Add additional classification function annotations by @cthoyt in https://github.com/AstraZeneca/rexmex/pull/35

Full Changelog: https://github.com/AstraZeneca/rexmex/compare/v00013...v00014

- Python
Published by benedekrozemberczki about 4 years ago

rexmex - 0.0.13. Filter data instances and expose metric calculations

  • New method to filter training, testing, and validation instances.
  • Exposing the getperformancemetrics() method.

- Python
Published by benedekrozemberczki about 4 years ago

rexmex - 0.0.12 Import Fixes

Fixes the import all

- Python
Published by kajocina about 4 years ago

rexmex - 0.0.11. New Ranking Metrics

New ranking metrics added are:

  • Geometric Mean Rank
  • Mean Rank
  • Mean Reciprocal Rank

- Python
Published by benedekrozemberczki about 4 years ago

rexmex - 0.0.10. Ranking Metrics

Adds the following ranking metrics

  • Reciprocal Rank
  • Mean Reciprocal Rank (MRR)
  • Average Precision@K (AP@K)
  • Mean Average Percision@K (MAP@K)
  • Average Recall@K (AR@K)
  • Mean Average Recall@K (MAR@K)
  • HITS@K
  • Spearman's Rho
  • Kendall Tau
  • Intra List Similarity
  • Personalization
  • Novelty
  • NPDM
  • DCG
  • NDCG

- Python
Published by sebastiandro about 4 years ago

rexmex - 0.0.9. Metric set exposure

  • The metric sets on scorecards are exposed.

- Python
Published by benedekrozemberczki about 4 years ago

rexmex - 0.0.8. Aggregated merics

  • Improved aggregation behaviour.

- Python
Published by benedekrozemberczki about 4 years ago

rexmex - 0.0.7. Name Space Fix

  • Fixes Broken Name Spacing

- Python
Published by benedekrozemberczki about 4 years ago

rexmex - 0.0.6. Metric Name Spaces

The new release separates metrics and creates namespaces based on metric categories. This helps with modularity and organization.

Results in namespaces for:

  • Rating
  • Classification
  • Ranking
  • Coverage

- Python
Published by benedekrozemberczki about 4 years ago

rexmex - 0.0.5 Complete Classification Metrics

Library now includes:

  • Positive and negative likelihood ratio
  • Informedness and markedness
  • Threat score and critical success index
  • Fowlkes - Mallows index
  • Prevalence threshold
  • Diagnostic odds ratio

- Python
Published by benedekrozemberczki about 4 years ago

rexmex - 0.0.4. - Improved classification metric variety

The new release covers:

  • False Negative/Positive
  • True Positive/Negative
  • FPR, TPR, FNR, TNR
  • Specificity, Selectivity, False Omission Rate, False Discovery Rate
  • Miss Rate, Fall Out
  • Positive Predictive Value, Negative Predictive Value

- Python
Published by benedekrozemberczki about 4 years ago

rexmex - Normalization and metric set print behaviour

New features and bug fixes:

  • Normalization of targets
  • Metric set behaviour changed
  • New dataset for testing
  • Completed test coverage
  • Updated setup with tags and licensing

- Python
Published by benedekrozemberczki about 4 years ago

rexmex - 0.0.1 - Base test release.

This is a test release.

- Python
Published by benedekrozemberczki about 4 years ago