Yet Another Time Series Model (YATSM): v0.3.0

Incremental update if not interested in phenology.

• Removes statsmodels based calculation of robust linear models for multi-temporal cloud masking in favor of custom, less flexible, version. Speeds up calculation by 3-4x.
• Implement basic elements of Eli Melaas' phenology algorithm for calculation of long term mean start of spring, peak EVI, end of growing season, and length of growing season.

v0.2.0 - Second stable release

Algorithm is stable and utility scripts are in place.

New features to algorithm:

• Delete observations during monitoring if they're likely to be noise (remove_noise)
• Dynamic RMSE calculation (dynamic_rmse)
• Implemented commission (false positive) test based on the Chow Test (commission_alpha)
• Implement clone of statsmodels.robust.robust_linear_model.RLM with less bells and whistles to make it 3-4x faster

0.1.0 - First stable release

Algorithm is stable and command line utilities are in place for running models and then visualizing results. Achieves cherry-picked feature parity with CCDC, with someme work done to extend it