Roberto Rizzo's repositories
Fracture-Segmentation
Code to segment fracture from images
puma
Porous Microstructure Analysis (PuMA)
LaPreprint
📝 A nicely formatted LaTeX preprint template
fractoolbox
Python tools for structural geology and borehole image analysis which includes data handling, frequency and geometric analysis, and reservoir geomechanics.
dash-sample-apps
Open-source demos hosted on Dash Gallery
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
ThinkBayes2
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
ThinkComplexity2
Book and code for Think Complexity, 2nd edition
Rock-fracture-segmentation-with-Tensorflow
Author's implementation of A deep convolutional neural network for rock fracture image segmentation
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.
cluster-scripts
A collection of useful scripts, templates, and examples for clusters using SLURM https://slurm.schedmd.com/
MSc-Project
Segmentation for 4D data
practical-python
Practical Python Programming (course by @dabeaz)
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
Intro_Geodyn_Modelling
2020 version of the Introduction to Geodynamic Modelling course website
poweRlaw
This package implements both the discrete and continuous maximum likelihood estimators for fitting the power-law distribution to data. Additionally, a goodness-of-fit based approach is used to estimate the lower cutoff for the scaling region.
Geothermal-Modelling
Code and data for northern England subsurface temperature modelling
The-Rock-Physics-Handbook-3rd-Edition
Website for Rock Physics Handbook 3rd edition
FracPaQ
Quantification of Fracture Patterns