Luminaire

- Improved automatic window size detection logic added for the WindowDensityModel

- WindowDensity model improvements for streaming and high-frequency time series
- Full automation in training and scoring the window density model
- Minor version upgrades for package dependencies (more on the way!)
- Bugfixes

Dev release for v0.2.0.

This release includes the following:
- Improved WindowDensity modeling for streaming use cases.
- Bringing automation in configuring window density model for streaming use cases.

- Minor bug fixes applied to hyperparameter optimization.
- Updates in docs and readme.

- training_start and training_end are removed from required parameters for training the window density model
- doc corrections and updates

This release fixes the bug 52 for ‘T’ and ‘15T’ pandas frequencies for window density model.
Minor documentation updates.