pvabreu7

3d_geomodeling_and_topology

gempy

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

zmapio

Python library for reading and writing map gridded data using ZMAP Plus ASCII Grid format

spyndex

Awesome Spectral Indices in Python.

segmenteverygrain

A SAM-based model for instance segmentation of images of grains

TaskMatrix

intro-to-geostats

Conteúdo didático sobre Geoestatística aplicada à Avaliação de Recursos Minerais.

cemu-linux

Play with Cemu on Linux (with high performance)

MapStore2

The solution to create and share maps, dashboards, geostories with 3D support on the web. And it is open-source too!

pu_learning

Experiments in positive-unlabeled learning

2016-ml-contest

Machine learning contest - October 2016 TLE

bhattacharyya-distance

Computes the Bhattacharyya distance for feature selection in machine learning.

obsidian-git

Backup your Obsidian.md vault with git

rockfall

RMarkdowns and HTML output files about my final paper at UFRJ, which discusses the process of rockfalls on slopes in instability situation. Includes Data Analysis (DA) & Machine Learning (ML) codes.

mineral-exploration-machine-learning

List of resources for mineral exploration and machine learning, generally with useful code and examples.

geospatial

A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.

geoML

Spatial modeling using machine learning concepts

bayseg

An unsupervised machine learning algorithm for the segmentation of spatial data sets.

Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

geophysical_notes

Collection of geophysical notes in the form of IPython/Jupyter notebooks.

tslearn

The machine learning toolkit for time series analysis in Python

AutomatedWellLogCorrelation

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

sciml

Scientific Machine Learning Tutorials

gpg

Geophysics for Practicing Geoscientists

faultSeg

Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

GSTools

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

TableDistances.jl

Distances between heterogeneous tabular data

FIt-SNE

Fast Fourier Transform-accelerated Interpolation-based t-SNE (FIt-SNE)

hdbscan

A high performance implementation of HDBSCAN clustering.

jupyterlab-desktop

JupyterLab desktop application, based on Electron.