Mordicus.BasicAlgorithms package

Basic algorithms provide helpfull functionalities on the datamodel:

• Interpolation: time interpolation for snapshots, reducedSnapshots, and loadings data

• ScikitLearnRegressor: automatization of gridsearchCV for optimizing hyperparameters

• SVD: classical truncated singluar value decomposition for lower symmetrical matrices

Submodules

• Mordicus.BasicAlgorithms.Interpolation module
  • BinarySearch()
  • BinarySearchVectorized()
  • PieceWiseLinearInterpolation()
  • PieceWiseLinearInterpolationVectorized()
  • PieceWiseLinearInterpolationVectorizedWithMap()
  • PieceWiseLinearInterpolationWithMap()
• Mordicus.BasicAlgorithms.SVD module
  • TruncatedSVDSymLower()
• Mordicus.BasicAlgorithms.ScikitLearnRegressor module
  • ComputeRegressionApproximation()
  • GridSearchCVRegression()
  • MyGPR
    • MyGPR.set_predict_request()
    • MyGPR.set_score_request()