Applications: Step-by-step guide#
These examples show a step-by-step guide for computing the DC-parameters, the mixture learning strategy to predict the permeability coefficient \(k\)
and restoring tensors via the modules watex.methods
and watex.utils.hydroutils
. The feature analyses and visualization are performed using the watex.view
module.
The datasets explanation can be found in watex.datasets
.
Auto-detect the drilling location
Auto-detect the drilling location
Data exploratory: Quick view
EM, DC, and Hydro parameters computing
EM, DC, and Hydro parameters computing
Fast AMT data processing from Stratagem hardware
Fast AMT data processing from Stratagem hardware
K-Means Featurization
NSAMT tensors recovery
Plot Res, Z and phase tensors
Predict FR from DC-Resistivity data
Predict FR from DC-Resistivity data
Restoring tensor with noised AMT data
Restoring tensor with noised AMT data
k-prediction from MXS: step-by-step guide
k-prediction from MXS: step-by-step guide