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@winedarksea winedarksea released this 30 Nov 21:57
· 223 commits to master since this release
1.0.0
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Learn about vigilant mode.

1.0.0 🇺🇦 🇺🇦 🇺🇦

  • added ReconciliationTransformer
  • updated cointegration code, replaced Cointegration with CointegrationTransformer
  • added mocks for dependency fallbacks
  • added variational autoencoder anomaly detection method
  • some fixes for breaking changes in dependencies
  • adjustment to how custom_metric is scaled so it can work with negatives
  • improvements to the calendars, Hindu calendar should be working now
  • changes to HistoricValues which hopefully makes it more reliable
  • added pMLP and MambaSSM models (painfully slow)
  • deleted old models ComponentAnalysis, TFPRegression, TensorflowSTS, Greykite, NeuralProphet, UnivariateRegression
  • improvements to model_interrupt
  • synthetic data generation and feature extractor new, very much in beta
  • updated weather data to CDO v2 (requires API key)
  • added NASA solar data to load_live_daily
  • new methods to LevelShiftTransformer
  • created the seasonal_linear interpolation which is quite promisiing for seasonal data
  • added apply_adjustments
  • added G726Filter and G711Scaler
  • created an MCP server for AutoTS (tool naming and pattern still in beta)
  • many bug fixes, tweaks, reorganizations, and added unittests
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