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0.6.1 release #403

Merged
merged 3 commits into from
Sep 11, 2019
Merged

0.6.1 release #403

merged 3 commits into from
Sep 11, 2019

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gerashegalov
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@gerashegalov gerashegalov commented Sep 8, 2019

Bug fixes:

  • Ensure correct metrics despite model failures on some CV folds #404
  • Fix flaky ModelInsight tests #395
  • Avoid creating SparseVectors for LOCO #377

New features / updates:

  • Model combiner #385
  • Added new sample for HousingPrices #365
  • Test to verify that custom metrics appear in model insight metrics #387
  • Add FeatureDistribution to SerializationFormats #383
  • Add metadata to OpStandadrdScaler to allow for descaling #378
  • Improve json serde error in evalMetFromJson #380
  • Track mean & standard deviation as metrics for numeric features and for text length of text features #354
  • Making model selectors robust to failing models #372
  • Use compact and compressed model json by default #375
  • Descale feature contribution for Linear Regression & Logistic Regression #345

Dependency updates:

  • Update tika version #382

CHANGELOG.md Outdated Show resolved Hide resolved
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codecov bot commented Sep 8, 2019

Codecov Report

Merging #403 into master will not change coverage.
The diff coverage is n/a.

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@@           Coverage Diff            @@
##           master     #403    +/-   ##
========================================
  Coverage   86.95%   86.95%            
========================================
  Files         337      337            
  Lines       11060    11060            
  Branches      357      591   +234     
========================================
  Hits         9617     9617            
  Misses       1443     1443

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@leahmcguire leahmcguire left a comment

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Just one update to notes then LGTM

CHANGELOG.md Outdated
- Add `FeatureDistribution` to `SerializationFormat`s [#383](https://github.com/salesforce/TransmogrifAI/pull/383)
- Add metadata to `OpStandadrdScaler` to allow for descaling [#378](https://github.com/salesforce/TransmogrifAI/pull/378)
- Improve json serde error in `evalMetFromJson` [#380](https://github.com/salesforce/TransmogrifAI/pull/380)
- Track mean & standard deviation of text length as a metric for text feature [#354](https://github.com/salesforce/TransmogrifAI/pull/354)
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this is actually on all raw features not just text

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rephrased after checking back with @TuanNguyen27

- Add metadata to `OpStandadrdScaler` to allow for descaling [#378](https://github.com/salesforce/TransmogrifAI/pull/378)
- Improve json serde error in `evalMetFromJson` [#380](https://github.com/salesforce/TransmogrifAI/pull/380)
- Track mean & standard deviation of text length as a metric for text feature [#354](https://github.com/salesforce/TransmogrifAI/pull/354)
- Making model selectors robust to failing models [#372](https://github.com/salesforce/TransmogrifAI/pull/372)
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also there is a PR to fix an issue with models that fail in some CV fold but not all that we should get in before the release here: #404

@gerashegalov gerashegalov merged commit f4b6af3 into salesforce:master Sep 11, 2019
@gerashegalov gerashegalov deleted the 0.6.1-release branch September 11, 2019 21:44
@tovbinm tovbinm mentioned this pull request Oct 11, 2019
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3 participants