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Release 22.1.4.0
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@paxcema paxcema released this 27 Jan 13:21
· 1128 commits to stable since this release
v22.1.4.0
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Learn about vigilant mode.

Lightwood 22.1.4.0 changelog:

Moving forward, our release versioning schema will follow this format:
[year's last two digits].[month].[week].[patch]

(note: other MindsDB repositories will also switch to this)

Features:

  • ConfStats block (#800): provides calibration insights for the lightwood predictor
  • Temperature scaling block (#795, experimental & non-default): alternative to ICP block for confidence estimation
  • Improved documentation pages (#806)
  • Replaced default encoder for time series forecasting tasks (from RNN to simple MA features, #805)
  • Explicit detrend and deseasonalize options for sktime mixer (#812)

Bug fixes:

  • Updated update model tutorial (#774)
  • Fix forecast horizon lower bound (#801)
  • Handle empty input when predicting (#811)

Other

  • Rename nr_predictions parameter to horizon (#803)
  • Set allow_incomplete_history to True by default (#818)

Full Changelog

v1.9.0...v22.1.4.0

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