MadsLorentzen
Follow
Lists (9)
🔥 seismic stuff
starred repos containing seismic tools💻 machine learning stuff
starred repos with interesting machine learning code🌋 geophysics general
starred repos related to general geophysics🔬 img segmentation & processin
🌈 vizuals
🌟 Reading list
🐍 python programming
📈 Inversion
Stars
A Python library for visualizing geotechnical profiles.
Generating seismic data and associated labels to train deep learning networks.
Source Code for 'Machine Learning in the Oil and Gas Industry' by Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee Bhattacharya, and Luigi Saputelli
Codes to do raytracing for geophysical applications
First break picking in seismic gather
List of resources for mineral exploration and machine learning, generally with useful code and examples.
Seismic Reservoir Modeling Python package
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
The ultimate lightweight Matplotlib-based seismic volume viewer with multi-view support and horizon visualization capabilities.
Starter Pack for the Force NPD LLM Hackathon November 2023
Seismic Foundation Model
Collaborative workspace for the Terra Pioneers' team entry for the 2023 SPE Europe Geohackathon
A Python implementation of DEM (Differential Effective Medium)
Quick way to re-sample logs to your preferred depth step
Simple plotting routine for ASCII well log data. Depends on lasio.
IPython Notebooks
Force 2019 hack in geolink data
MadsLorentzen / alaska
Forked from jessepisel/alaskaAlasKA well log LAS file aliaser
MadsLorentzen / gempy
Forked from gempy-project/gempyGemPy 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…
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
Some simple tutorials about machine learning / deep learning / optimization in geosciences.
MadsLorentzen / Seismic-Self-Supervised-Denoising
Forked from RMiftakhov/Seismic-Self-Supervised-DenoisingA hands-on introduction to self-supervised, blind-spot denoising
Collection of geophysical notes in the form of IPython/Jupyter notebooks.
IPython Notebooks
Python and Matlab code for geophysics
Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.
52 Things You Should Know About Geocomputing
Quick python, mainly dealing with dataframes and .las files