V0.0.21

Features

• AWS's Chronos-2 foundational model: Chronos-2 has been added to the foundational models hub. Chronos-2 is a 120M parameter time series foundation model from AWS that provides state-of-the-art forecasting capabilities. You can now use Chronos-2 through the existing Chronos interface. Refer to #245 for more details.

  import pandas as pd
  from timecopilot.models.foundation.chronos import Chronos
  
  df = pd.read_csv(
      "https://timecopilot.s3.amazonaws.com/public/data/events_pageviews.csv",
      parse_dates=["ds"],
  )
  # Use Chronos-2
  model = Chronos(repo_id="s3://autogluon/chronos-2")
  fcst = model.forecast(df, h=12)
  print(fcst)
  

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Full Changelog: https://github.com/AzulGarza/timecopilot/compare/v0.0.20...v0.0.21