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kinverarity1 /lasio

Python library for reading and writing well data using Log ASCII Standard (LAS) files

python data-mining geophysics io data-management geology groundwater petroleum data-format geotechnical-engineering lasio las-files mineral-exploration well-logs wireline well-log log-ascii-standard swung-t21

UpdatedMay 15, 2024
Lasso

dudley-fitzgerald /AutomatedWellLogCorrelation

Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch

python cnn pytorch networkx feature-vector sift geology interpretation oil-wells well-logs joblib oil-and-gas well-correlation automated-interpretation

UpdatedAug 16, 2019
Python

predictatops

JustinGOSSES /predictatops

Stratigraphic pick prediction via supervised machine-learning

machine-learning geoscience geology stratigraphy hackathon-project well-logs athabasca dataunderground athabasca-preprocessed

UpdatedJan 14, 2023
Python

JustinGOSSES /wellioviz

d3.js v5 visualization of well logs

visualization javascript d3 tool geology well-logs welllogs swung-t20 athabasca dataunderground athabasca-preprocessed

UpdatedFeb 12, 2025
JavaScript

petrodc

pro-well-plan /petrodc

Petroleum Data Collector

engineering data geophysics petroleum petrophysics well-logs

UpdatedMay 23, 2021
Python

andymcdgeo /las_explorer

LAS Explorer is a Streamlit web app that allows you to understand the contents of a LAS file. Also includes the ability to identify missing data intervals.

las petrophysics las-files well-logs

UpdatedJun 8, 2023
Python

vkazei /deeplogs

Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.

deep-neural-networks deep-learning seismic-inversion well-logs seismic-imaging full-waveform-inversion

UpdatedSep 15, 2020
Jupyter Notebook

WarrenWeckesser /las

Python reader for Canadian Well Logging Society LAS (Log ASCII Standard) files.

python io well-logs

UpdatedJan 11, 2025
Python

synthetic_well-log_polynomial_regression

abhishekdbihani /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.

feature-selection nmr feature-engineering polynomial-regression petroleum petrophysics well-logs porosity nmr-log walker-ridge keathley-canyon resistivity-log

UpdatedSep 21, 2020
Jupyter Notebook

JustinGOSSES /wellio.js

JavaScript for converting well-log standard .las file format to json format

javascript geoscience json-parser las geology well-logs athabasca dataunderground athabasca-preprocessed

UpdatedJun 24, 2024
Jupyter Notebook

Oslandia /QGeoloGIS

Migrated to:https://gitlab.com/Oslandia/qgis/QGeoloGIS

python plot qgis geology well-logs borehole

UpdatedApr 9, 2020
Python

laslibs /las-js

Typescript/JavaScript library for parsing standard well log files (Geophysical well logs))

typescript csv parsing javascript-library las well-logs las-js

UpdatedJul 20, 2024
Lasso

JustinGOSSES /MannvilleGroup_Strat_Hackathon

stratigraphic machine-learning - active work moved to Predictatops

pandas curve xgboost geology stratigraphy well-logs

UpdatedApr 16, 2019
Jupyter Notebook

RamySaleem /Machine-Predict-Lithologies-Using-Wireline-logs

To identify lithologies, geoscientists use subsurface data such as wireline logs and petrophysical data. However, this process is often tedious, repetitive, and time-consuming. This project aims to use machine learning techniques to predict lithology from petrophysical logs, which are direct indicators of lithology.

machine-learning log-analysis classification wire-line-logs well-logs lithology catboost-model xboost subsurface-data log-interpretation lithology-prediction los-classification

UpdatedFeb 22, 2025
Jupyter Notebook

aruss175 /DLISIO_Notebooks

Open source, public notebooks for working with DLISIO

parser las lis geology well-logs dlis

UpdatedJul 19, 2024
Jupyter Notebook

luthfigeo /DTW-Stratigraphic-Correlation

Well logs correlation using dynamic time warping

correlation stratigraphy well-logs dtw-algorithm

UpdatedFeb 6, 2021
Jupyter Notebook

logASCII_viewer

imranfadhil /logASCII_viewer

Upload well LAS (log ASCII) files and view the raw logs interactively in streamlit

log plotly drilling petrophysics well lasio well-logs log-ascii streamlit

UpdatedJul 6, 2024
Python

laslibs /las-py

Python library for parsing standard well log files (Geophysical well logs)

csv parsing python-library las canadian well-logs

UpdatedNov 30, 2021
Python

laslibs /las-go

Go library for parsing standard well log files (Geophysical well logs)

go golang geophysics las well-logs las-go lasgo

UpdatedNov 7, 2020
Go

GeoArkadeep /Stresslog

This is a program developed with python, to read well logs and model geomechanical properties.

cross-platform toga las-files well-logs pore-pressure-prediction geomechanics

UpdatedFeb 27, 2025
Python

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