fosanalysis.preprocessing Namespace Reference

Contains modules for data preprocessing, like: More...

Namespaces
namespace	base
	Contains the base class for all preprocessing classes.
namespace	filtering
	Contains class definitions for filtering algorithms.
namespace	masking
	Contains class implementations to remove implausible values from strain data.
namespace	repair
	Contains class implementations, for strain function repair algorithms.
namespace	resizing
	Contains functionality for resizing data:

Classes
class	Preprocessing
	Container for several preprocessing task, that are carried out in sequential order. More...

Detailed Description

Contains modules for data preprocessing, like:

• filtering: dealing with noise, e.g. smoothing
• masking: identification of strain reading anomalies (SRAs),
• repair: dealing with NaNs,
• resizing: changing the shape of the data arrays.

Author

Bertram Richter

Date

2023