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Time Series plots showing comparison of multiple models #2418

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ngupta23 opened this issue Apr 16, 2022 · 0 comments · Fixed by #2436
Closed

Time Series plots showing comparison of multiple models #2418

ngupta23 opened this issue Apr 16, 2022 · 0 comments · Fixed by #2436
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@ngupta23
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enhancement New feature or request plot_model time_series Topics related to the time series
Projects
Time Series Forecasting
Milestone
pycaret 3.0.0rc1

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@ngupta23
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Is your feature request related to a problem? Please describe.
Currently, the ACF/PACF, Periodogram/FFT, Decomp plots can only be plotted for a single model making comparison of models difficult for these plots.

Describe the solution you'd like
Add ability for ACF/PACF, Periodogram/FFT, Decomp to show multiple models at once (not overlaid, but trellised as we do currently for multiple data types for the target series (original, imputed, transformed)
@ngupta23 ngupta23 added enhancement New feature or request time_series Topics related to the time series plot_model labels Apr 16, 2022
@ngupta23 ngupta23 added this to the pycaret 3.1.0 milestone Apr 16, 2022
@ngupta23 ngupta23 added this to To do in Time Series Forecasting via automation Apr 16, 2022
@ngupta23 ngupta23 modified the milestones: pycaret 3.1.0, pycaret 3.0.0 Apr 18, 2022
@ngupta23 ngupta23 self-assigned this Apr 18, 2022
ngupta23 added a commit that referenced this issue Apr 19, 2022
@ngupta23
implemented some plots for multiple estimators per #2418
add2a14
@ngupta23 ngupta23 mentioned this issue Apr 19, 2022
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@ngupta23 ngupta23 linked a pull request Apr 19, 2022 that will close this issue
implemented some plots for multiple estimators per #2418 #2436
Merged
13 tasks
ngupta23 added a commit that referenced this issue Apr 20, 2022
@ngupta23
Merge pull request #2436 from pycaret/ts_2418
3c1c02f 
implemented some plots for multiple estimators per #2418
Time Series Forecasting automation moved this from To do to Done Apr 20, 2022
@github-actions github-actions bot locked as resolved and limited conversation to collaborators May 1, 2022
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@ngupta23 ngupta23

Labels
enhancement New feature or request plot_model time_series Topics related to the time series
Projects
Time Series Forecasting
Done
Milestone
pycaret 3.0.0rc1
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implemented some plots for multiple estimators per #2418 pycaret/pycaret
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@ngupta23