Time Series Forecasting with PyCaret

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  • Опубликовано: 10 фев 2025

Комментарии • 13

  • @ignaciomorenobasanez3821
    @ignaciomorenobasanez3821 3 месяца назад

    Dear Moez Ali, you blew mi mind with this Demo. Absolutely incredible. Thanks for sharing such a great information to the Supply Chain Data Science Community!

  • @erkankyak7074
    @erkankyak7074 2 года назад +3

    PyCaret is fascinating, but I couldnt use in my project. Could you please make a video of multivariate unsupervised time series anomaly detection?

  • @bhavya12
    @bhavya12 2 года назад +4

    we want to see multivariate forecasting by pycaret.....video pls..

  • @pepe_the_frog-123
    @pepe_the_frog-123 Год назад

    Thank you very much for the video, it is very helpful!
    I wanted to know the following:
    1) Do the time series that we feed in the model need to be stationary or not?
    2) Also, if we have a dataframe with time series y and x, when in our setup the target="y", does it mean that PyCaret considers the effect of time series "x" in the prediction of "y" or not?
    Thank you!

  • @aiautoglasscrm
    @aiautoglasscrm 2 года назад

    Nice, a video with Moez that I have not seen

  • @thusharmohan96
    @thusharmohan96 3 месяца назад

    I am being shown that the freq argument need to be passed as the current index index has none even though I had passed the frequency argument. how to solve this?

  • @fawadmahdi
    @fawadmahdi 2 года назад +2

    any way to integrate exogenous variables in time series forecasting. In the real world it's rarely the case where we have univariate feature.. that's one of the limitations I'm hitting in using pycaret for timeseries

  • @didierleprince6106
    @didierleprince6106 2 года назад

    A BIG Merci (:

  • @JBAhmad-vu2lr
    @JBAhmad-vu2lr 2 года назад +1

    My Index column has "date & time" (and not only "date" as in your example) and I get an error when I execute these lines:
    from pycaret.time_series import *
    s = setup(data, fold = 3, fh = 24, session_id =123)
    and the error is :
    ValueError: You must pass a freq argument as current index has none.
    Could you please help me on this?

    • @varshakrishna764
      @varshakrishna764 Год назад

      you need to check the frequency .. if frequency is none you need to perform resampling based on the seasonal

  • @GabrielRibeiroData
    @GabrielRibeiroData 2 года назад

    the prediction interval dosent show up for me! Just the normal graph with the prediction.. seems strange.

  • @jayendrakhadikar1291
    @jayendrakhadikar1291 Год назад

    ERROR: Could not find a version that satisfies the requirement pycaret=='3.0.0'
    ERROR: No matching distribution found for pycaret=='3.0.0'

  • @kristiandavearanas8418
    @kristiandavearanas8418 Год назад

    demo link not found