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amontanez24 committed Aug 22, 2024
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### v1.16.0 - 2024-08-22

This release enables the `HMASynthesizer` and other utility functions to work with null foreign key values! It also adds an `anonymization` method to the metadata classes. Additionally, it patches bug that let SDV work with more Pandas data types.

### New Features

* Add metadata anonymization to public SDV - Issue [#2137](https://github.com/sdv-dev/SDV/issues/2137) by @R-Palazzo
* Separate primary key detection functionality - Issue [#2101](https://github.com/sdv-dev/SDV/issues/2101) by @amontanez24
* Switch drop_missing_values in in drop_unknown_references to support null foreign keys by default - Issue [#2076](https://github.com/sdv-dev/SDV/issues/2076) by @R-Palazzo
* Support nullable foreign keys in HMA - Issue [#2063](https://github.com/sdv-dev/SDV/issues/2063) by @rwedge
* Remove input error from base synthesizer class once nullable foreign keys are supported - Issue [#2057](https://github.com/sdv-dev/SDV/issues/2057) by @rwedge
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* Using FixedCombinations constraint with an integer constraint column causes sampling to fail - Issue [#2183](https://github.com/sdv-dev/SDV/issues/2183) by @R-Palazzo
* Metadata Detection Fails with new Data Type - Issue [#2182](https://github.com/sdv-dev/SDV/issues/2182) by @R-Palazzo
* Unable visualize just the real data (or just the synthetic data) in a multi-table setting - Issue [#2160](https://github.com/sdv-dev/SDV/issues/2160) by @R-Palazzo
* [dtypes] Numerical Formatter Fails to Learn Format of New Data Types - Issue [#2156](https://github.com/sdv-dev/SDV/issues/2156) by @R-Palazzo
* Primary keys may not be unique for variable length regexes - Issue [#2116](https://github.com/sdv-dev/SDV/issues/2116) by @amontanez24
* Confusing warning when using GANs that suggests that CUDA isn't being used - Issue [#2052](https://github.com/sdv-dev/SDV/issues/2052) by @fealho
* PAR DiagnosticReport not 1.0 with float categorical columns - Issue [#1910](https://github.com/sdv-dev/SDV/issues/1910) by @lajohn4747
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### Internal

* Enabling sdv logging causes tests to fail locally - Issue [#2162](https://github.com/sdv-dev/SDV/issues/2162) by @amontanez24
* [dtypes] Numerical Formatter Fails to Learn Format of New Data Types - Issue [#2156](https://github.com/sdv-dev/SDV/issues/2156) by @R-Palazzo
* Separate primary key detection functionality - Issue [#2101](https://github.com/sdv-dev/SDV/issues/2101) by @amontanez24

### Maintenance

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