Python Integration

The geoh5py library was created for the manipulation and storage of a wide range of geoscientific data (points, curve, surface, 2D and 3D grids) in the GEOH5 open format.

The contents of GEOH5 files can be displayed as tables, charts, documents, maps, cross-sections, and 3D visualizations in Geoscience ANALYST free 3D viewer.

The geoapps project was created by Mira Geoscience for the development of open-source geoscientific applications in Python.

Mirageoscience-app repository of geoscience applications has become a central repository to interfaces and applications, including geophysical data processing, modelling, and inversion codes.

This training material will give you the skills to leverage free and open-source software that has been made available by the community.

This resource is intended to geoscientists wanting to either automate some part of their work or to perform advance analysis on their data. It is not meant to be a comprehensive Python resource – for which there are many excellent resources online.

This documentation contains training and tutorials on how to run standalone and joint inversions of geophysical data using SimPEG and the user-interface created for Geoscience ANALYST.

The gempy-drivers package is an interface between the GemPy implicit geo-modelling package and Mira Geoscience geoh5py geoscientific data storage package. gempy-drivers comes with a ui.json file that allows users to run the GemPy modelling engine through Geoscience ANALYST using GEOH5 file format.

The plate-simulation application is a tool for simulating geophysical data over a simple two-layer earth model with plate(s). It relies on the discretize and SimPEG projects to create a refined octree mesh and simulate data over the parameterized model.

The Octree Creation application has been developed as a user-interface for the design of octree meshes with the discretize package. The result is exported directly to geoh5 format for visualization in Geoscience ANALYST.

Peak-finder has been designed for the detection and grouping of time-domain electromagnetic (TEM) anomalies measured along flight lines. Anomaly markers can be exported to Geoscience ANALYST, along with various metrics for characterization and targeting.

The Targeting Workflow is an innovative mineral exploration tool within Geoscience ANALYST Pro Geology. It empowers geologists with data science tools to identify potential mineralized areas, combining machine learning with geological insights to simplify prospectivity mapping.

The Geophysical Domain Mapper is a software tool designed for automatic mapping of geophysical data using deep learning. It enables the separation of input images into distinct domains based on the geophysical intensity variations present in the data. This software functions as a plugin for Geoscience ANALYST.

Petro Lingo is a Python package designed to integrate Large Language Models with Geoscience ANALYST via geoh5py.

This package encompasses a variety of applications leveraging these models to generate outputs, along with additional tools that facilitate ease of use.

The gempy-drivers package is an interface between the GemPy implicit geo-modelling package and Mira Geoscience geoh5py geoscientific data storage package. gempy-drivers comes with a ui.json file that allows users to run the GemPy modelling engine through Geoscience ANALYST using GEOH5 file format.

The SciGeoh5 package is an interface between machine learning libraries, such as scikit-learn or scipy, and Mira Geoscience’s geoh5py data storage package. SciGeoh5 comes with a ui.json file that allows users to run the various applications through Geoscience ANALYST using GEOH5 file format.