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Add time series forecasting support #611

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Add time series forecasting support #611

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Commits on Feb 18, 2024

  1. feat: decompose fedot mapping for metrics and task type

    @Lopa10ko
    Lopa10ko committed Feb 18, 2024
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Commits on Feb 19, 2024

  1. feat: add minimal support for ts forecasting

    @Lopa10ko
    Lopa10ko committed Feb 19, 2024
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  2. fix: change idx and timestamp

    @Lopa10ko
    Lopa10ko committed Feb 19, 2024
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  3. fix: create predictions from long format

    @Lopa10ko
    Lopa10ko committed Feb 19, 2024
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  4. fix: invoke save only one time

    @Lopa10ko
    Lopa10ko committed Feb 19, 2024
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Commits on Feb 21, 2024

  1. fix: use explicit dictiomary method instead of bitwise merge

    @Lopa10ko
    Lopa10ko committed Feb 21, 2024
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  2. fix: sum training and predict durations across set of series

    @Lopa10ko
    Lopa10ko committed Feb 21, 2024
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  3. fix: sum up models_count across all series

    @Lopa10ko
    Lopa10ko committed Feb 21, 2024
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  4. fix: change id_column relation to dataset instead of config

    @Lopa10ko
    Lopa10ko committed Feb 21, 2024
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  5. fix: remove test ts from test input

    @Lopa10ko
    Lopa10ko committed Feb 21, 2024
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  6. feat: add naive prediction on pipeline fail

    @Lopa10ko
    Lopa10ko committed Feb 21, 2024
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Commits on Feb 28, 2024

  1. Merge branch 'openml:master' into fedot-support-ts

    @Lopa10ko
    Lopa10ko committed Feb 28, 2024
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Commits on Mar 25, 2024

  1. Merge branch 'openml:master' into fedot-support-ts

    @Lopa10ko
    Lopa10ko committed Mar 25, 2024
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  2. fix: change format strings to f-strings

    @Lopa10ko
    Lopa10ko committed Mar 25, 2024
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  3. feat: refactor long dataframe iteration

    @Lopa10ko
    Lopa10ko committed Mar 25, 2024
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  4. feat: change predict to forecast

    @Lopa10ko
    Lopa10ko committed Mar 25, 2024
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  5. fix: add optional_columns to result

    @Lopa10ko
    Lopa10ko committed Mar 25, 2024
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Commits on Apr 24, 2024

  1. Merge branch 'openml:master' into fedot-support-ts

    @Lopa10ko
    Lopa10ko committed Apr 24, 2024
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Commits on May 6, 2024

  1. Merge branch 'openml:master' into fedot-support-ts

    @Lopa10ko
    Lopa10ko committed May 6, 2024
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