seismic-well tie in Python

Python tools for structural geology and borehole image analysis which includes data handling, frequency and geometric analysis, and reservoir geomechanics.

JavaScript for converting well-log standard .las file format to json format

Stratigraphic pick prediction via supervised machine-learning

This Repository contains the material for my tutorial "Managing the end-to-end machine learning lifecycle with MLFlow" at pyData/pyCon Berlin 2019.

Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch

🧙 A web app to generate template code for machine learning

IPython Notebooks

Geophysical Tutorials column for 2017

Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.

Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi

Deep Learning for Seismic Imaging and Interpretation

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

Recovering data from images of seismic

Machine learning contest - October 2016 TLE

Lectures and Jupyter notebooks for an introduction to lithosphere dynamics

A simple method to perform semi-supervised learning with limited data.

Geophysical Tutorials column for 2018

A toolkit for developing and comparing reinforcement learning algorithms.