pvabreu7

TaskMatrix

Real-ESRGAN

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

obsidian-git

Backup your Obsidian.md vault with git

jupyterlab-desktop

JupyterLab desktop application, based on Electron.

tslearn

The machine learning toolkit for time series analysis in Python

hdbscan

A high performance implementation of HDBSCAN clustering.

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.

FIt-SNE

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

GSTools

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

MapStore2

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

segmenteverygrain

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

geospatial

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

faultSeg

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

2016-ml-contest

Machine learning contest - October 2016 TLE

spyndex

Awesome Spectral Indices in Python.

geophysical_notes

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

mineral-exploration-machine-learning

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

AutomatedWellLogCorrelation

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

cemu-linux

Play with Cemu on Linux (with high performance)

pu_learning

Experiments in positive-unlabeled learning

geoML

Spatial modeling using machine learning concepts

bayseg

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

gpg

Geophysics for Practicing Geoscientists

sciml

Scientific Machine Learning Tutorials

bhattacharyya-distance

Computes the Bhattacharyya distance for feature selection in machine learning.

TableDistances.jl

Distances between heterogeneous tabular data

zmapio

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

intro-to-geostats

Conteúdo didático sobre Geoestatística aplicada à Avaliação de Recursos Minerais.

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.

3d_geomodeling_and_topology