kotor1990's starred repositories
Principal_Component_Analysis
This repository contains introductory notebooks for principal component analysis.
PastClimates
A repository of past climate data, including estimates of temperature and carbon dioxide concentrations.
Pyleoclim_util
Python Package for the Analysis of Paleoclimate Data. Documentation at
lithofaciesclassification
Codes used in the research submitted to Computers & Geosciences
Lithofacies-classification
AI Challenge: Lithofacies classification based on rock image recognition using deep learning
LithofaciesML
Ensemble Learning to Classify Lithofacies in Carbonate Reservoirs
Lithofacies-classification-using-machine-learning
Supervised classification to predict rock facies and a T-test flow to evaluate the prediction performance.
mplStrater
Plot stratigraphic columns with python.
Geological-Image-Classification-DNN
Geological Image Classification with Deep Feed-Forward Neural Network
GebPy
GebPy is a Python-based, open source tool for the generation of geological data of minerals, rocks and complete lithological sequences. The data can be generated randomly or with respect to user-defined constraints, for example a specific element concentration within minerals and rocks or the order of units within a complete lithological profile.
georetriever
A Python package to retrieve geological data for geothermal systems.
Delft3D-Python-Thesis
Some Python scripts & notebooks for Delft3D4-FLOW turbidity current simulations
fractoolbox
Python tools for structural geology and borehole image analysis which includes data handling, frequency and geometric analysis, and reservoir geomechanics.
RockPaperScissorsFastAI
An Image Classifier web app built with Fastai and Pytorch using Transfer Learning. These notebooks contain the code from the medium blog articles from the series: A Fast Introduction to Fastai-My Experience.