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mwaskom/seaborn: v0.9.1 (January 2020)

Michael Waskom; Olga Botvinnik; Joel Ostblom; Saulius Lukauskas; Paul Hobson; MaozGelbart; David C Gemperline; Tom Augspurger; Yaroslav Halchenko; John B. Cole; Jordi Warmenhoven; Julian de Ruiter; Cameron Pye; Stephan Hoyer; Jake Vanderplas; Santi Villalba; Gero Kunter; Eric Quintero; Pete Bachant; Marcel Martin; Kyle Meyer; Corban Swain; Alistair Miles; Thomas Brunner; Drew O'Kane; Tal Yarkoni; Mike Lee Williams; Constantine Evans; Clark Fitzgerald; Brian

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<oai_dc:dc xmlns:dc="" xmlns:oai_dc="" xmlns:xsi="" xsi:schemaLocation="">
  <dc:creator>Michael Waskom</dc:creator>
  <dc:creator>Olga Botvinnik</dc:creator>
  <dc:creator>Joel Ostblom</dc:creator>
  <dc:creator>Saulius Lukauskas</dc:creator>
  <dc:creator>Paul Hobson</dc:creator>
  <dc:creator>David C Gemperline</dc:creator>
  <dc:creator>Tom Augspurger</dc:creator>
  <dc:creator>Yaroslav Halchenko</dc:creator>
  <dc:creator>John B. Cole</dc:creator>
  <dc:creator>Jordi Warmenhoven</dc:creator>
  <dc:creator>Julian de Ruiter</dc:creator>
  <dc:creator>Cameron Pye</dc:creator>
  <dc:creator>Stephan Hoyer</dc:creator>
  <dc:creator>Jake Vanderplas</dc:creator>
  <dc:creator>Santi Villalba</dc:creator>
  <dc:creator>Gero Kunter</dc:creator>
  <dc:creator>Eric Quintero</dc:creator>
  <dc:creator>Pete Bachant</dc:creator>
  <dc:creator>Marcel Martin</dc:creator>
  <dc:creator>Kyle Meyer</dc:creator>
  <dc:creator>Corban Swain</dc:creator>
  <dc:creator>Alistair Miles</dc:creator>
  <dc:creator>Thomas Brunner</dc:creator>
  <dc:creator>Drew O'Kane</dc:creator>
  <dc:creator>Tal Yarkoni</dc:creator>
  <dc:creator>Mike Lee Williams</dc:creator>
  <dc:creator>Constantine Evans</dc:creator>
  <dc:creator>Clark Fitzgerald</dc:creator>
  <dc:description>v0.9.1 (January 2020)
This is a minor release with a number of bug fixes and adaptations to
changes in seaborn's dependencies. There are also several new features.
This is the final version of seaborn that will support Python 2.7 or
New features

Added more control over the arrangement of the elements drawn by
clustermap with the {dendrogram,colors}_ratio and cbar_pos
parameters. Additionally, the default organization and scaling with
different figure sizes has been improved.
Added the corner option to PairGrid and pairplot to make a
grid without the upper triangle of bivariate axes.
Added the ability to seed the random number generator for the
bootstrap used to define error bars in several plots. Relevant
functions now have a seed parameter, which can take either fixed
seed (typically an int) or a numpy random number generator object
(either the newer numpy.random.Generator or the older
Generalized the idea of "diagonal" axes in PairGrid to any axes
that share an x and y variable.
In PairGrid, the hue variable is now excluded from the default
list of variables that make up the rows and columns of the grid.
Exposed the layout_pad parameter in PairGrid and set a smaller
default than what matptlotlib sets for more efficient use of space
in dense grids.
It is now possible to force a categorical interpretation of the
hue varaible in a relational plot by passing the name of a
categorical palette (e.g. "deep", or "Set2"). This complements
the (previously supported) option of passig a list/dict of colors.
Added the tree_kws parameter to clustermap to control the
properties of the lines in the dendrogram.
Added the ability to pass hierarchical label names to the
FacetGrid legend, which also fixes a bug in relplot when the
same label appeared in diffent semantics.
Improved support for grouping observations based on pandas index
information in categorical plots.

Bug fixes and adaptations

Avoided an error when singular data is passed to kdeplot, issuing
a warning instead. This makes pairplot more robust.
Fixed the behavior of dropna in PairGrid to properly exclude
null datapoints from each plot when set to True.
Fixed an issue where regplot could interfere with other axes in a
multi-plot matplotlib figure.
Semantic variables with a category data type will always be
treated as categorical in relational plots.
Avoided a warning about color specifications that arose from
boxenplot on newer matplotlibs.
Adapted to a change in how matplotlib scales axis margins, which
caused multiple calls to regplot with truncate=False to
progressively expand the x axis limits. Because there are currently
limitations on how autoscaling works in matplotlib, the default
value for truncate in seaborn has also been changed to True.
Relational plots no longer error when hue/size data are inferred to
be numeric but stored with a string datatype.
Relational plots now consider semantics with only a single value
that can be interpreted as boolean (0 or 1) to be categorical, not
Relational plots now handle list or dict specifications for sizes
Fixed an issue in pointplot where missing levels of a hue variable
would cause an exception after a recent update in matplotlib.
Fixed a bug when setting the rotation of x tick labels on a
Fixed a bug where values would be excluded from categorical plots
when only one variable was a pandas Series with a non-default
Fixed a bug when using Series objects as arguments for x_partial
or y_partial in regplot.
Fixed a bug when passing a norm object and using color annotations
in clustermap.
Fixed a bug where annotations were not rearranged to match the
clustering in clustermap.
Fixed a bug when trying to call set while specifying a list of
colors for the palette.
Fixed a bug when resetting the color code short-hands to the
matplotlib default.
Avoided errors from stricter type checking in upcoming numpy
Avoided error/warning in lineplot when plotting categoricals with
empty levels.
Allowed colors to be passed through to a bivariate kdeplot.
Standardized the output format of custom color palette functions.
Fixed a bug where legends for numerical variables in a relational
plot could show a surprisingly large number of decimal places.
Improved robustness to missing values in distribution plots.
Made it possible to specify the location of the FacetGrid legend
using matplotlib keyword arguments.
  <dc:title>mwaskom/seaborn: v0.9.1 (January 2020)</dc:title>
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