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BaseTLearner fit model_c for every treatment on the same data and predict same model on same data #853

@PelinV

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@PelinV

Describe the solution you'd like
Train model_c once and predict model_c once

Additional context
During training, for each impact from t_groups, its own model_c is trained on the same data. This increases the duration of the training by the model.
Also, during forecasting, several forecasts are made on the same model_c, which increases the duration of forecasting.

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