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classes

cnn_vti_inversion

Determination of the elastic parameters of a VTI medium from sonic logging data using deep learning

computation

notebooks and tutorials on computation in geophysics

coursera_capstone

All about data!

data-study-google-scholar

The First Data Study of Google Scholar

eda

geobo

Python package for Multi-Objective Bayesian Optimisation and Joint Inversion

machine-learning-competition-2020

SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis

manim

Animation engine for explanatory math videos

ml_well_log

The code describes how unsupervised ML can be applied to well log data for efficient clustering. A part of the well log data is provided.

mlgi

:earth_asia: machine learning for geophysical inversion.

petrophysics-python-series

A series of Jupyter notebooks showing how to load well log and petrophysical data in python.

pyjupyter

This is a jupyter projects in Python : Visually better, but it clutters at times, slow in loading

rp-tutorials-2017

Geophysical Tutorials column for 2017

seg_nlp

Set of notebooks to perform NLP of Geophysics journal and extract useful statistics

striplog

Lithology and stratigraphic logs for wells or outcrop.

synthetic_well-log_polynomial_regression

This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured Gamma Ray (GR), Caliper, Resistivity logs and the interpreted porosity from a well.

toolkit

A collection of geophysical apps for geologists, from the collaboration of MDRU and UBC-GIF

welllogdatatools

Tools for managing well log data.

wellmagic

IPython notebooks to do magic things with well log data