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v0.5.0 - 2020-11-25
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@csala csala released this 25 Nov 21:16
v0.5.0
1687f85

This version updates the dependencies and makes a few internal changes in order
to ensure that SDV works properly on Windows Systems, making this the first
release to be officially supported on Windows.

Apart from this, some more internal changes have been made to solve a few minor
issues from the older versions while also improving the processing speed when
processing relational datasets with the default parameters.

API breaking changes

  • The distribution argument of the GaussianCopula has been renamed to field_distributions.
  • The HMA1 and SDV classes now use the categorical_fuzzy transformer by default instead of
    the one_hot_encoding one.

Issues resolved

  • GaussianCopula: rename distribution argument to field_distributions - Issue #237 by @csala
  • GaussianCopula: Improve error message if an invalid distribution name is passed - Issue #220 by @csala
  • Import urllib.request explicitly - Issue #227 by @csala
  • TypeError: cannot astype a datetimelike from [datetime64[ns]] to [int32] - Issue #218 by @csala
  • Change default categorical transformer to categorical_fuzzy in HMA1 - Issue #214 by @csala
  • Integer categoricals being sampled as strings instead of integer values - Issue #194 by @csala
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