sarcgraph.sg_tools.SarcGraphTools.TimeSeries
- class SarcGraphTools.TimeSeries(sg_tools)[source]
Provides the tools to apply Gaussian Process Regression (GPR) on timeseries of detected sarcomere
Methods
Applies Gaussian Process Regression (GPR) on the output of the sarcomere detection algorithm to reduce the noise and fill in missing data.
- sarcomeres_gpr()[source]
Applies Gaussian Process Regression (GPR) on the output of the sarcomere detection algorithm to reduce the noise and fill in missing data.
- Return type:
pd.DataFrame
Notes
For more information on GPR check https://scikit-learn.org/stable/modules/gaussian_process.html