millennial-geoscience Goto Github PK

bayesianprobabilitiesworkshop

A collection of questions and solutions to problems presented at Rasmus Bååth's Bayesian probabilities workshop.

common_ss_geodata_examples

Open source examples of geoscience data types

data

Open source examples of geoscience data types

deeplogs

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

depth_conversion_tutorials

devito

Code generation framework for automated finite difference computation

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.

montepetro

Monte Carlo estimation of reservoir reserves.

nft_art_fun

image array manipulation practice for making art

notebooks

IPython Notebooks

pythonnumericaldemos

A collection of Python demos for geostatistical methods.

reservoir-engineering

IPython notebooks of practices in Brian Towler's SPE Fundamental Principles of Reservoir Engineering textbook and other RE books

reservoir-geomechanics

Worked solutions of Prof. Mark Zoback's Reservoir Geomechanics course (StanfordOnline: GEOPHYSX0001) homeworks implemented using Python in ipynb notebooks

segyio

Fast Python library for SEGY files.

sound_of_seismic

converting an offshore seismic dataset from the netherlnds to audio and animating it.

sound_of_seismicc

spike_sorting

Python implementation of signal processing techniques and K-means clustering to sort spikes.

tutorials-2018

Geophysical Tutorials column for 2018

velocityhack

Swung london hack 2019 - velocity depth conversion

xlines

X lines of Python