Evaluation of representations

[VladimirShitov]

• Move evaluation to a different file
• Calibrate f1 metric for KNN evaluation
• Add distances-based test based on Petukhov et al.
• Add proportions test
• Add silhouette score calculation
• Fix minor bugs
• Add example for running statistical test for distances

[review-notebook-app[bot]]

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