A differentiable PDE solving framework for machine learning

🧮 A collection of resources to learn mathematics for machine learning

A curated list of Best Artificial Intelligence Resources

🎓 Sharing machine learning course / lecture notes.

Visualize Eclipse/Petrel outputs Grid File (GRDECL) using Paraview(VTK)

Visualize large time series data with plotly.py

A set of tools for getting the most from your geochemical data.

📺 Discover the latest machine learning / AI courses on YouTube.

Free MLOps course from DataTalks.Club

The accompanying code for the book "Hands-On Machine Learning with scikit-learn and Scientific Python Toolkits". A practical guide to implementing supervised and unsupervised machine learning algor…

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

This is some very simple python code to view thin sections from a porosity vs. permeability cross plot using python's Altair and Pane

Notebooks for "Probabilistic Machine Learning" book

Python code for "Probabilistic Machine learning" book by Kevin Murphy

GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more

Notebooks, regarding S&S ML model

A simple full-python 2D lattice-boltzmann code

Hello everyone! 😃 This series will be based on Data Science interview questions for becoming a data scientist. Please do follow the regular Data Science interview questions for the coming 30 days. …

Solutions for the exercises of the ISLR refrence book

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

JuliaLang version of "An Introduction to Statistical Learning: With Applications in R"

Reservoir simulations in MRST

This introductory online textbook provides core scientific programming skills required to efficiently work with a suite of earth systems data in the Python programming language.

Python utilities for reservoir engineering calculations

pyResToolbox - A collection of Reservoir Engineering Utilities

A couple of python scripts to interpret geological structures from geophysical images using deep learning

Python objectification of reservoir model ensembles left on disk by ERT.

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