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v0.0.36

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@AzulGarza AzulGarza released this 29 Sep 22:48
· 41 commits to main since this release

Features

  • T0 family checkpoints: Document and compare T0 alpha and beta via the existing T0 class (foundationforecast>=0.1.8, tfc-t0>=0.5.0). Pass repo_id to select the checkpoint:

    • theforecastingcompany/t0-alpha (default) — ~102M parameters
    • theforecastingcompany/t0-beta — ~256M parameters (model card)
    import pandas as pd
    from timecopilot.models.foundation.t0 import T0
    
    df = pd.read_csv(
        "https://timecopilot.s3.amazonaws.com/public/data/air_passengers.csv",
        parse_dates=["ds"],
    )
    
    model = T0(
        repo_id="theforecastingcompany/t0-beta",
        alias="t0-beta",
        context_length=512,
    )
    fcst_df = model.forecast(df, h=12, freq="MS", level=[80, 90])
  • T0 family notebook: Added t0-family example notebook comparing t0-alpha and t0-beta on event page-views, including prediction intervals and evaluation metrics.

Fixes

  • GIFT-Eval CI: Point Seasonal Naive baseline downloads at results/Seasonal_Naive/ on the GIFT-Eval Hugging Face space (the old seasonal_naive path now 404s).

Full Changelog: v0.0.35...v0.0.36