v0.2.10 - 2020-12-18

This release adds a new argument to the HyperTransformer which gives control over
which transformers to use by default for each dtype if no specific transformer
has been specified for the field.

This is also the first version to be officially released on conda.

Issues closed

• Add dtype_transformers argument to HyperTransformer - Issue #148 by @csala
• Makes Copulas an optional dependency - Issue #144 by @fealho

v0.2.9 - 2020-11-27

This release fixes a bug that prevented the CategoricalTransformer from working properly
when being passed data that contained numerical data only, without any strings, but also
contained None or NaN values.

Issues closed

• KeyError: nan - CategoricalTransformer fails on numerical + nan data only - Issue #142 by @csala

v0.2.8 - 2020-11-20

This release fixes a few minor bugs, including some which prevented RDT from fully working
on Windows systems.

Thanks to this fixes, as well as a new testing infrastructure that has been set up, from now
on RDT is officially supported on Windows systems, as well as on the Linux and macOS systems
which were previously supported.

• TypeError: unsupported operand type(s) for: 'NoneType' and 'int' - Issue #132 by @csala
• Example does not work on Windows - Issue #114 by @csala
• OneHotEncodingTransformer producing all zeros - Issue #135 by @fealho
• OneHotEncodingTransformer support for lists and lists of lists - Issue #137 by @fealho

v0.2.7 - 2020-10-16

In this release we drop the support for the now officially dead Python 3.5
and introduce a new feature in the DatetimeTransformer which reduces the dimensionality
of the generated numerical values while also ensuring that the reverted datetimes
maintain the same level as time unit precision as the original ones.

• Drop Py35 support - Issue #129 by @csala
• Add option to drop constant parts of the datetimes - Issue #130 by @csala

v0.2.6 - 2020-10-05

• Add GaussianCopulaTransformer - Issue #125 by @csala
• dtype category error - Issue #124 by @csala

v0.2.5 - 2020-09-18

Minor bug fixing release.

Bugs Fixed

• Handle NaNs in OneHotEncodingTransformer - Issue #118 by @csala
• OneHotEncodingTransformer fails if there is only one category - Issue #119 by @csala
• All NaN column produces NaN values enhancement - Issue #121 by @csala
• Make the CategoricalTransformer learn the column dtype and restore it back - Issue #122 by @csala

v0.2.4 - 2020-08-08

General Improvements

• Support Python 3.8 - Issue #117 by @csala
• Support pandas >1 - Issue #116 by @csala

v0.2.3 - 2020-07-09

New Features

• Implement OneHot and Label encoding as transformers - Issue #112 by @csala

v0.2.2 - 2020-06-26

Bugs Fixed

• Escape column_name in hypertransformer - Issue #110 by @csala

v0.2.1 - 2020-01-17

Bugs Fixed

• Boolean Transformer fails to revert when there are NO nulls - Issue #103 by @JDTheRipperPC