facebookresearch/balance 0.5.0

0.5.0 (2023-03-06)

on GitHub

New Features

• The datasets.load_data function now also supports the input "sim_data_cbps", which loads the simulated data used in the CBPS R vs Python tutorial. It is also used in unit-testing to compare the CBPS weights produced from Python (i.e.: balance) with R (i.e.: the CBPS package). The testing shows how the correlation of the weights from the two implementations (both Pearson and Spearman) produce a correlation of >0.98.
• cli improvements:
  • Add an option to set formula (as string) in the cli.

Documentation

• New notebook (in the tutorial section):
  • Comparing results of fitting CBPS between R's CBPS package and Python's balance package (using simulated data). link

Contributors

@stevemandala , @SarigT , @talgalili