SZ's repositories
ArchPy
ArchPy - Stochastic geological modeling
autograd
Efficiently computes derivatives of numpy code.
borehole-image-analysis-with-python
Recipes for analyzing data extracted from borehole image logs. Part of training provided by Cubic Earth.
ChartBook-Neutron-Density-Porosity-Estimations-using-KNN
Calculate a Chart Book type of Neutron Density log analysis Porosity using Python's KNN
CorePy
Python tools designed to integrate and visualize geological core data
DeepField
Machine learning framework for reservoir simulation
DLISIO_Notebooks
Open source, public notebooks for working with DLISIO
flownet
FlowNet - Data-Driven Reservoir Predictions
fractoolbox
Python tools for structural geology and borehole image analysis which includes data handling, frequency and geometric analysis, and reservoir geomechanics.
geo3d
Geo3D (Geology 3D): Powerful and Accessible 3D Inversion
geodeck_webapp
GeoDeck is designed for geo data visualization based on the state-of-the-art software development technologies to be user-friendly and intuitive. It provides the possibility to put the complex science and the insights side-by-side into a single platform making subsurface intelligence accessible to all users and stakeholders.
GeologicalComplexity_SMOTE
Tool for compute the geological complexity map (fractal dimension)
groningen
Reading the Groningen data
IBM-Data-Science-Capstone-SpaceX
IBM Data-Science Capstone
mineral-exploration-machine-learning
List of resources for mineral exploration and machine learning, generally with useful code and examples.
python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
Reservoir-Simulator-Fully-compressible-flow-with-implicit-approach
Reservoir Simulator Fully-compressible-flow-with-implicit-approach
scikit-gstat
Geostatistical expansion in the scipy style
seismic_deep_learning
A couple of python scripts to interpret geological structures from geophysical images using deep learning
stratigraph
A set of tools for visualizing stratigraphic models
uvo-reserves-demo
Demo version of web application uvo-reserves