Some simple tutorials about machine learning / deep learning / optimization in geosciences.
☆46Apr 22, 2026Updated 3 months ago
Alternatives and similar repositories for geoscience-ML-tutorial
Users that are interested in geoscience-ML-tutorial are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆11Sep 25, 2022Updated 3 years ago
- Paper: Gradient-boosted equivalent sources method for interpolating very large gravity and magnetic datasets☆21Dec 7, 2021Updated 4 years ago
- Code and data for "Upscaling and downscaling Monte Carlo ensembles with generative models" (Scheiter et al., GJI, 2022)☆14Jul 20, 2023Updated 3 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆263May 9, 2025Updated last year
- Knowledge-driven stochastic modeling of geological geometry features conditioned on drillholes, outcrops, and geophysics☆27Feb 19, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Teaching material for ML in Geoscience course☆98Dec 30, 2025Updated 7 months ago
- FORCE Competition : Create a machine learning model that has the highest accuracy in prediction lithology from a suite of wireline logs☆14Nov 20, 2020Updated 5 years ago
- Here we use airborne gravity data from Antarctica's Ross Ice Shelf region to perform a gravity inverison to model the sub ice shelf bathy…☆18Jul 6, 2026Updated last month
- Core simulation tool based on CT-images☆10Apr 24, 2018Updated 8 years ago
- Anomaly Screening Applying Pseudowells (ASAP). FORCE Hackathon, Stavanger 18-19 September 2018.☆10Jan 11, 2019Updated 7 years ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆30Dec 27, 2018Updated 7 years ago
- A pytorch framework for building deep learning models with seismic data☆10Jul 22, 2023Updated 3 years ago
- Data Science for the Geosciences☆54Jun 29, 2023Updated 3 years ago
- dgbpy is a framework for research and deployment of machine learning models from seismic and well data.☆13Jul 30, 2026Updated last week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Predict Petrophysical Rock Types (PRT) using KNN☆13Nov 10, 2021Updated 4 years ago
- Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem☆11May 22, 2019Updated 7 years ago
- ☆25Feb 28, 2022Updated 4 years ago
- Deep Learning for Seismic Imaging and Interpretation☆475Sep 18, 2020Updated 5 years ago
- ☆24Mar 4, 2024Updated 2 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆190Dec 8, 2022Updated 3 years ago
- Reliable Euler deconvolution estimates throughout the vertical derivatives of the total-field anomaly☆15Feb 19, 2021Updated 5 years ago
- Python package to support investigation of geoscience problems including geophysics, rock physics, petrophysics, and data read/write in c…☆38Sep 16, 2022Updated 3 years ago
- ☆57Feb 14, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆289Nov 29, 2021Updated 4 years ago
- Python for Geoscientist - Digital Geoscience Data Handling using Python☆22Apr 22, 2026Updated 3 months ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆92May 14, 2022Updated 4 years ago
- A hands-on introduction to self-supervised, blind-spot denoising☆31Nov 4, 2025Updated 9 months ago
- Data Science for Petroleum Engineering - Part 5: "Transforming Excel well raw data into datasets."☆12Aug 24, 2017Updated 8 years ago
- ☆72Feb 29, 2024Updated 2 years ago
- GraSphInv is a program for gravity inversion using adaptive inversion mesh refinement in the spherical coordinate system. A-priori constr…☆15Jul 7, 2024Updated 2 years ago
- An End-to-End Differentiable Platform for Integrated Subsurface Modeling☆73Feb 20, 2026Updated 5 months ago
- ☆34Mar 2, 2026Updated 5 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Compilation of all Geoscience Australia ground gravity data, filtered for data quality, converted to the WGS84 datum, and combined in a s…☆20Aug 25, 2021Updated 4 years ago
- Teaching material for ErSE 210 Seismology course☆136Dec 30, 2025Updated 7 months ago
- Least-squares horizons with local slopes and multi-grid correlations☆16Apr 5, 2019Updated 7 years ago
- Exploring various geoscience Python libraries (including Lasio, Welly and Striplog) with the Volve Field data set☆16Dec 8, 2022Updated 3 years ago
- A workflow is proposed to efficiently adapt foundation models for cross-domain and cross- task applications in geophysics.☆27Mar 27, 2025Updated last year
- Machine learning contest - October 2016 TLE☆204Feb 3, 2017Updated 9 years ago
- The ultimate lightweight Matplotlib-based seismic volume viewer with multi-view support and horizon visualization capabilities.☆23Jan 30, 2024Updated 2 years ago