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Release 0.1.3
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@zhangxjohn zhangxjohn released this 19 Jul 04:12
· 177 commits to main since this release
0.1.3
784a6fb

Details of the HypertTS（version 0.1.3） update are as follows:

  • Tuning search space hyperparameters;
  • Added report_best_trial_params;
  • Fixed ARIMA to be compatible with version 0.12.1 and above;
  • Fixed the pt issue of LSTNet;
  • Simplified custom search space, task, timestamp, covariables and metircs can not be passed;
  • Added OutliersTransformer, supported dynamic handling of outliers;
  • Adjusted final train processing - lr, batch_size, epcochs and so on;
  • Added time series meta-feature extractor;
  • Added Time2Vec, RevIN, etc. layers;
  • Added N-Beats time series forecasting model;
  • Added InceptionTime time series classification model;
  • Supported dynamic downsampling for time series forecasting;
  • Refactored positive label inference method;
  • Added neural architecture search mode;
  • Fixed some known issues
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