facebookresearch/balance 0.7.0

0.7.0 (2023-04-10)

on GitHub

New Features

• Add plotly_plot_density function: Plots interactive density plots of the given variables using kernel density estimation.
• Modified plotly_plot_dist and plot_dist to also support 'kde' plots. Also, these are now the default options. This automatically percolates to BalanceDF.plot() methods.
• Sample.from_frame can now guess that a column called "weights" is a weight column (instead of only guessing so if the column is called "weight").

Bug Fixes

• Fix rm_mutual_nas: it now remembers the index of pandas.Series that were used as input. This fixed erroneous plots produced by seaborn functions which uses rm_mutual_nas.
• Fix plot_hist_kde to work when dist_type = "ecdf"
• Fix plot_hist_kde and plot_bar when having an input only with "self" and "target", by fixing _return_sample_palette.

Misc

• All plotting functions moved internally to expect weight column to be called weight, instead of weights.
• All adjust (ipw, cbps, poststratify, null) functions now export a dict with a key called weight instead of weights.

Contributors

@talgalili, @SarigT