Changed
- Log Ranker usage logging
- Remove some redundant parameters in
plot()function calls for data reconstruction results, univariate drift results,
CBPE results and DLE results. - Support "single metric/column" arguments in addition to lists in class creation (#165)
- Fix incorrect 'None' checks when dealing with defaults in univariate drift calculator
- Multiple updates and corrections to the docs (thanks @nikml!), including:
- Updating univariate drift tutorial
- Updating README
- Update PCA: How it works
- Fix incorrect plots
- Fix quickstart (#171)
- Update chunker docstrings to match parameter names, thanks @mrggementiza!
- Make sequence 'None' checks more readable, thanks @mrggementiza!
- Ensure error handling in usage logging does not cause errors...
- Start using
OrdinalEncoderinstead ofLabelEncorderin DLE. This allows us to deal with "unseen" values in the
analysis period.
Added
- Added a Store to provide persistence for objects. Main use case for now is storing fitted calculators to be reused
later without needing to fit on reference again. Current store implementation uses a local or remote filesystem as a
persistence layer. Check out the documentation on persisting calculators.
Fixed
- Fix incorrect interpretation of
y_predcolumn as continuous values for the included sample binary classification data.
Converting the column explicitly to "category" data type for now, update of the dataset to follow soon.
(#171) - Fix broken image link in README, thanks @mrggementiza!
- Fix missing key in the CLI section on raw files output, thanks @CoffiDev!
- Fix upper and lower thresholds for data reconstruction being swapped (#179)
- Fix stacked bar chart plots (missing bars + too many categories shown)