New visualizations and algorithm speedup
Introduced new functionalities:
- Tukey post hoc visualization.
Additional updates:
- multi dimensional Gaussian loglik calculation speedup,
- changes in single dimensional Gaussian plot (right panel -- means and their 95% conf. interval)