GeoStats.jl

An extensible framework for high-performance geostatistics in Julia
Popularity
414 Stars
Updated Last
10 Months Ago
Started In
April 2015


Project goals

  • Design a comprehensive framework for geostatistics in a modern programming language.
  • Address the lack of a platform for scientific comparison of different geostatistical algorithms in the literature.
  • Exploit modern hardware aggressively, including GPUs and computer clusters.
  • Educate people outside of the field about the existence of geostatistics.

For a guided tour, please watch our JuliaCon2021 talk and our JuliaEO2023 workshop:

Contributing and supporting

Contributions are very welcome, as are feature requests and suggestions. Please open an issue if you encounter any problems. We have written instructions to help you with the process.

GeoStats.jl was developed as part of academic research. It will always be open source and free of charge. If you would like to help support the project, please star the repository STARS and share it with your colleagues. If you have questions, don't hesitate to ask in our community channel:

ZULIP

Citing

If you find GeoStats.jl useful in your work, please consider citing it:

JOSS DOI

@ARTICLE{Hoffimann2018,
  title={GeoStats.jl – High-performance geostatistics in Julia},
  author={Hoffimann, Júlio},
  journal={Journal of Open Source Software},
  publisher={The Open Journal},
  volume={3},
  pages={692},
  number={24},
  ISSN={2475-9066},
  DOI={10.21105/joss.00692},
  url={http://dx.doi.org/10.21105/joss.00692},
  year={2018},
  month={Apr}
}

Installation

Get the latest stable release with Julia's package manager:

] add GeoStats

Documentation

  • STABLEmost recently tagged version of the documentation.
  • LATESTin-development version of the documentation.

Tutorials

A set of Pluto notebooks demonstrating the current functionality of the project is available in GeoStatsTutorials with an accompanying series of videos:

Used at

Contributors

This project would not be possible without the contributions of:

Maarten Pronk
Maarten Pronk

🚇
Martijn Visser
Martijn Visser

💻
Fredrik Ekre
Fredrik Ekre

🚇
Durand D'souza
Durand D'souza

💻
Morten Piibeleht
Morten Piibeleht

📖
Tony Kelman
Tony Kelman

🚇
M. A. Siddique
M. A. Siddique

💬
Anshul Singhvi
Anshul Singhvi

📖
Zlatan Vasović
Zlatan Vasović

📖
Benoit Pasquier
Benoit Pasquier

💻
exepulveda
exepulveda

💻
Renato Aranha
Renato Aranha

⚠️
Patrick Kofod Mogensen
Patrick Kofod Mogensen

💻
Kai Xu
Kai Xu

💻
Paul Matlashewski
Paul Matlashewski

💻
Riyad Muradov
Riyad Muradov

💻
Alex Miltenberger
Alex Miltenberger

💻
Lakshya Khatri
Lakshya Khatri

💻
Milan Bouchet-Valat
Milan Bouchet-Valat

📖
Rafael Caixeta
Rafael Caixeta

💻
Sam
Sam

🚇
Nitish Gadangi
Nitish Gadangi

📖 🚇
Mattriks
Mattriks

💻
cormullion
cormullion

📖
Mauro
Mauro

💻
Gaurav Wasnik
Gaurav Wasnik

💻
Atreya Majumdar
Atreya Majumdar

📖
Hadrien Meyer
Hadrien Meyer

💻
Felix Cremer
Felix Cremer

📖
Jose Storopoli
Jose Storopoli

🚇
Franco Naghetini
Franco Naghetini

💻
Nicholas Shea
Nicholas Shea

💻
Steven G. Johnson
Steven G. Johnson

🚇
José A. S. Silva
José A. S. Silva

💻
Marlon Sproesser Mathias
Marlon Sproesser Mathias

💻
Elias Carvalho
Elias Carvalho

💻
ClaroHenrique
ClaroHenrique

💻
decarvalhojunior-fh
decarvalhojunior-fh

💻
DianaPat
DianaPat

💻
James Cook
James Cook

💻
vickydeka
vickydeka

💻
刘昊
刘昊

💻
stla
stla

💻
Gerhard Dorn
Gerhard Dorn

💻
Jack Beagley
Jack Beagley

💻
cserteGT3
cserteGT3

💻
Kyle Beggs
Kyle Beggs

💻
Dr. Erick A. Chacón Montalván
Dr. Erick A. Chacón Montalván

💻
Manuel Schmid
Manuel Schmid

💻