Timestral-28M

Tools

• timestral_forecast Probabilistic zero-shot forecast of the series in a CSV file with Timestral-28M. The CSV may start with a timestamp column; every other numeric column can be a target. Trailing rows whose target cells are empty are treated as the future: their known-covariate values (e.g. calendar, weather forecast) condition the forecast, and their count sets the horizon when known covariates are used. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool. Returns: A plot of history plus median and 10-90% / 1-99% intervals, a CSV of all 21, quantiles, and a short summary.

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