History

0.3.0 - 2019-12-23

New Features

Create sdv.models subpackage - Issue #141 by @JDTheRipperPC

0.2.2 - 2019-12-10

New Features

Adapt evaluation to the different data types - Issue #128 by @csala @JDTheRipperPC
Extend load_demo functionality to load other datasets - Issue #136 by @JDTheRipperPC

0.2.1 - 2019-11-25

New Features

Methods to generate Metadata from DataFrames - Issue #126 by @csala @JDTheRipperPC

0.2.0 - 2019-10-11

New Features

compatibility with rdt issue 72 - Issue #120 by @csala @JDTheRipperPC

General Improvements

Error docstring sampler.__fill_text_columns - Issue #144 by @JDTheRipperPC
Reach 90% coverage - Issue #112 by @JDTheRipperPC
Review unittests - Issue #111 by @JDTheRipperPC

Bugs Fixed

Time required for sample_all function? - Issue #118 by @csala @JDTheRipperPC

0.1.2 - 2019-09-18

New Features

Add option to model the amount of child rows - Issue 93 by @ManuelAlvarezC

General Improvements

Add Evaluation Metrics - Issue 52 by @ManuelAlvarezC
Ensure unicity on primary keys on different calls - Issue 63 by @ManuelAlvarezC

Bugs fixed

executing readme: 'not supported between instances of 'int' and 'NoneType' - Issue 104 by @csala

0.1.1 - Anonymization of data

Add warnings when trying to model an unsupported dataset structure. GH#73
Add option to anonymize data. GH#51
Add support for modeling data with different distributions, when using GaussianMultivariate model. GH#68
Add support for VineCopulas as a model. GH#71
Improve GaussianMultivariate parameter sampling, avoiding warnings and unvalid parameters. GH#58
Fix issue that caused that sampled categorical values sometimes got numerical values mixed. GH#81
Improve the validation of extensions. GH#69
Update examples. GH#61
Replaced Table class with a NamedTuple. GH#92
Fix inconsistent dependencies and add upper bound to dependencies. GH#96
Fix error when merging extension in Modeler.CPA when running examples. GH#86

0.1.0 - First Release

First release on PyPI.