Nannyml

Added
- Result classes for Calculators and Estimators.
Changed
- Updated the documentation to reflect the changes introduced by result classes,
specifically to plotting functionality.
- Add support for imputing of missing values in the ``DataReconstructionDriftCalculator``.
Removed
- ``nannyml.plots.plots`` was removed.
Plotting is now meant to be done using ``DriftResult.plot()`` or ``EstimatorResult.plot()``.

Fixed
- Fixed an issue where data reconstruction drift calculation also used model predictions during decomposition.

Added
- Chunking base classes and implementations
- Metadata definitions and utilities
- Drift calculator base classes and implementations
- Univariate statistical drift calculator
- Multivariate data reconstruction drift calculator
- Drifted feature ranking base classes and implementations
- Alert count based ranking
- Performance estimator base classes and implementations
- Certainty based performance estimator
- Plotting utilities with support for
- Stacked bar plots
- Line plots
- Joy plots
- Documentation
- Quick start guide
- User guides
- Deep dives
- Example notebooks
- Technical reference documentation