API for FDEM inversion and data manipulation
Project description
EMagPy
Python API for inversion/modelling of frequency domain electromagnetic data (FDEM).
EMagPy is divided into a python API and a standalone graphical user interface (GUI). It aims to be a powerfull but simple tool for inverting EMI data obtain from conductimeter.
Getting started
Clone the repository:
git clone https://gitlab.com/hkex/emagpy
Change to the src
directory and run ui.py
to start the GUI.
cd emgapy/src
python ui.py # this will start the GUI
The python API is available by simply importing the emagpy
module from the python shell:
import emagpy
k = Problem()
k.createSurvey('./test/coverCrop.csv')
k.invert(forwardModel='CS') # specify the forward model (here the Cumulative Sensitivty of McNeil1980)
k.showResults() # display the section
k.showMisfit() # display predicted and observed apparent EC
k.showOne2one() # 1:1 line of misfit of apparent EC
Check out the jupyter notebook examples in emagpy/examples/
.
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