Added
- Utilities for working with the [Computing in Cardiology Challenge 2012
dataset](https://physionet.org/challenge/2012/)
- Minor extensions and fixes for `AutoSklearnWrapper`
- Helper for drawing rectangles in matplotlib
- Multiclass AUC calculation from [Hand and Till, 2001], [Provost and Domingos, 2000]
- Multicolumn label encoder helper
- Utility to add MCAR, MAR and NMAR missing values to a data matrix
- Simple kNN implementation which is robust against missing values
Updated
- Confusion matrix plotting utility to work on axes objects and to be more
configurable
- `fastparquet` imports are now immediately before their use. This is related
to [Issue 4](https://github.com/bmmalone/pymisc-utils/issues/4)
Deprecated
- `automl_utils`. The functionality is now available in the
[`automl-utils` package](https://github.com/bmmalone/automl-utils).