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Last fixes for EDA methods

Open alex-hse-repository opened this issue 2 years ago • 0 comments

🚀 Feature Request

Last fixes for EDA methods

Motivation

Make our EDA methods better

Proposal

  1. Now plot_time_series_with_change_points does not work with NaNs in the middle of the series, try to fix it somehow or throw the appropriate exception
  2. Add parameter segments: Optional[List[str]] = None to our methods in outliers folder. Method plot_anomalies has such parameter, however we can't find anomalies only in specific segments
  3. Drop unnecessary segments and all columns except target in plot_trend before fitting the trend transforms. This aims to reduce the time/memory
  4. Add the title to all the plots without the title. This might be done this way link

Test cases

No response

Alternatives

No response

Additional context

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Checklist

  • [ ] I discussed this issue with ETNA Team

alex-hse-repository avatar Jun 02 '22 15:06 alex-hse-repository