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3d-seismic-image-fault-segmentation

3D Fault Segmentation by U-Net

afantunes74

My personal page on GitHub.

autoencoderimagedenoise

Using convolutional autoencoders to remove random noise from seismic data.

awesome-open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

basic-well-log-interpretation

Basic Well Log Interpretation with python, pandas, matplotlib

cnn-based-seismic-fault-prediction

Using Convolution Neural Network for Seismic Fault Mapping

compgeojb

data-science-tools-petroleum-exploration-and-production

Python and R notebooks accompanying a talk at the 2018 CSEG / CSPG Geoconvention in Calgary - and a lot MORE!

facies

Seismic interpretation with applications of the state-of-the-art instance segmentations in computer vision.

facies_net

Software for detection of given facies

fatbox

A python module for the analysis of faults in raster data

fatbox_tutorials

A couple of tutorials showing how to extract faults from raster data using the fault analysis toolbox

faultnet

fault picking with 3D-UNets

faultseg

Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

force-2020-machine-learning-competition

the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.

force-ml-2020-wells

fractoolbox

Python tools for structural geology and borehole image analysis which includes data handling, frequency and geometric analysis, and reservoir geomechanics.

geocomputing_demos

demo notebooks from our geocomputing courses

geophysical_notes

Collection of geophysical notes in the form of IPython/Jupyter notebooks.

in-bruges

A walking tour of bruges

machine_learning_for_lithology_prediction_from_well_logs

Using geophysical well logs to predict lithology

math-for-programmers

Source code for the book, Math for Programmers

ml-and-ds-geoscience-papers

A collection of published papers, abstracts, and introductory articles of Machine Learning and Data Science related to applications on Geoscience and Hydrocarbon exploration.

oil_finder_rick_improved_2021

Open source Windows Application in Python for Geosciences, Artificial Intelligence and Data Sciences - Initial stages, 2021

opendtect-ml-dev

Examples on how to develop your own Machine Learning tools and workflows

osv

Automatic fault interpretation with optimal surface voting

petrophysics-python-series

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

python_for_geoscientists

A short course covering Python basics, with an emphasis on geoscience applications.

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

pythonicgeodynamics

Set of Jupyter Notebooks related to the textbook "Pythonic Geodynamics"