In this version:
- added Riemann geometry feature extractor
- we migrated from PIP to Poetry dependancy management
- refactored and updated
examplesdirectory - introduced ssa+ar and glm models for time-series forecasting
- implemented channel filtration method and n-components selection after RSVD
- minor fixes and improvements