v0.8.1 (September 2017)

• Added a warning in FacetGrid when passing a categorical plot function without specifying order (or hue_order when hue is used), which is likely to produce a plot that is incorrect.

• Improved compatibility between FacetGrid or PairGrid and interactive matplotlib backends so that the legend no longer remains inside the figure when using legend_out=True.

• Changed categorical plot functions with small plot elements to use dark_palette instead of light_palette when generating a sequential palette from a specified color.

• Improved robustness of kdeplot and distplot to data with fewer than two observations.

• Fixed a bug in clustermap when using yticklabels=False.

• Fixed a bug in pointplot where colors were wrong if exactly three points were being drawn.

• Fixed a bug inpointplot where legend entries for missing data appeared with empty markers.

• Fixed a bug in clustermap where an error was raised when annotating the main heatmap and showing category colors.

• Fixed a bug in clustermap where row labels were not being properly rotated when they overlapped.

• Fixed a bug in kdeplot where the maximum limit on the density axes was not being updated when multiple densities were drawn.

• Improved compatibility with future versions of pandas.