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A scikit-learn compatible neural network library that wraps PyTorch
Extra blocks for scikit-learn pipelines.
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Model architecture for the ThinkOnward SectionSeeker image search model
Model architecture for the ThinkOnward Geophysical Foundation Model
An open source python library for automated feature engineering
DSL and compiler framework for automated finite-differences and stencil computation
GeostatsPy Python package for spatial data analytics and geostatistics. Started as a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) from Fortran to Python, Geostatist…
Deep learning for steamflow-flood forecasting in Australia
Examples using COFII, the Chevron Optimization Framework for Imaging and Inversion.
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation da…
Deep Learning solution for multi-layer seismic data segmentation using Meta's SAM, trained on a dataset of 9,000 volumes for improved subsurface mapping.
Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)
Generating seismic data and associated labels to train deep learning networks.
A wrapper to run MATLAB Reservoir Simulation Toolbox (MRST) in Python
Simulates the propagation of the acoustic wave using the finite difference method in 2D and 3D domains.
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome
Seismic Foundation Model
Pangeo website + discussion of general issues related to the project.
A python module to read and write geoprobe format volumes, horizons, and faults