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Created by: Dreamlone

Need to add tests for cross validation on time series and tables. Metrics should be measured, and monitor how models will predict on synthetic data.

Example: generate synthetic dataset with linear dependence, e.g. time series 1, 2, 3, 4, ..., 50 - create pipeline lagged -> linear - run cross-validation on 2 folds with 2 validation blocks and check that the algorithm predicts everything with small (almost zero) error and with the correct length