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facies_classification_benchmark

The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (accepted for publication in the SEG Interpretation Journal, May 2019).

gempy_workshops

geostatspy_intro_course

Introduction to spatial data analytics and machine learning with GeostatsPy Python package

handson-ml2

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.

las_explorer

LAS Explorer is a Streamlit web app that allows you to understand the contents of a LAS file. Also includes the ability to identify missing data intervals.

ml-basics

Exercise notebooks for Machine Learning modules on Microsoft Learn

mslearn-dp100

Lab files for Azure Machine Learning exercises

practical-seismic-t21-tutorial

T21 tutorial using Volve data

python

Learn Python from Zero to Hero

segyio

Fast Python library for SEGY files.

testrepo

track

transform-2020-ray

Code for the Transform 2020 Tutorial on Ray!

transform-2020-simpeg

notebooks for the Transform 2020 tutorial on Simulations and inversions with SimPEG

transform-2020-spatial-in-python

transform2020

Intro to basic subsurface workflows using Google Colab

transform2020-1

transform2020-2

Material for the Verde tutorial at Transform 2020

transform2020-getting-started-python

Getting started with python tutorial repo for Transform2020

transform2022

Repository for installation routines and Jupyter Notebooks for talk on Transform 2022

transform_2020_intro_viz

Notebooks for the tutorial for SWUNG Transform 2020 Subsurface conference on an Introduction to Interactive Plotting

welly

Welly helps with well loading, wireline logs, log quality, data science