uqmodels/custom_UQModel.py

• 3 F401: 'uqmodels.modelization.DL_estimator.lstm_ed' imported but unused (and 2 similar)

  • 'uqmodels.modelization.DL_estimator.lstm_ed' imported but unused:

    13 from uqmodels.modelization.DL_estimator import lstm_ed, transformer_ed

  • 'uqmodels.modelization.DL_estimator.transformer_ed' imported but unused:

    13 from uqmodels.modelization.DL_estimator import lstm_ed, transformer_ed

  • 'uqmodels.preprocessing.features_processing.compute_pca' imported but unused:

    25 from uqmodels.preprocessing.features_processing import (
• 3 E203: whitespace before ':'
  • 393 np.squeeze(y[:, mask, n_chan * i : n_chan * (i + 1)])
  • 402 np.squeeze(pred[:, mask, n_chan * i : n_chan * (i + 1)])
  • 415 UQ_chan[:, mask, n_chan * i : n_chan * (i + 1)]
• 1 E501: line too long (202 > 120 characters)
  • 34 # We can also create a more complexe UQmodel that handle several UQKPI_Processor to build at inference (UQMesure, Predictive interval and model unreliability score) and after observation (Anomaly score)