Modeling, training, eval, and inference code for OLMo

Shapefiles for drawing China.

A holistic way of understanding how Llama and its components run in practice, with code and detailed documentation.

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Seismic Reservoir Modeling Python package

SPECFEM++ is a complete re-write of SPECFEM suite of packages (SPECFEM2D, SPECFEM3D, SPECFEM3D_GLOBE) using C++

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Machine Learning Resources, Practice and Research

Inversion of dispersion curves using Evolutionary Algorithms

Accurate Eikonal solver for Python

Numba-accelerated computation of surface wave dispersion

Learning in infinite dimension with neural operators.

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

Tectonic maps for data analysis applications in solid Earth science

Fast radial basis function interpolation for large scale data

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dime…

The Mines Java Toolkit

Python package containing the tools necessary for radial basis function (RBF) applications

Automated Well-Tie

Official home of the DB Browser for SQLite (DB4S) project. Previously known as "SQLite Database Browser" and "Database Browser for SQLite". Website at:

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

3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)

High-performance C++ library for multiphysics and multibody dynamics simulations

Travel-time calculator based on the fast-marching method solution to the Eikonal equation.

A collection of source code for computing in the fields of mathematics, geometry, graphics, image analysis and physics.

SPECFEM3D_Cartesian simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra (structured & unstruct…

Surface modelling engine for geological applications

LoopStructural is an open-source 3D structural geological modelling library.