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An API Client for Australian Weather and Climate Data Resources

R 23 8 Updated Aug 22, 2024

A Python library for amortized Bayesian workflows using generative neural networks.

Python 301 45 Updated Sep 13, 2024

Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection

Python 54 6 Updated Aug 14, 2024

This repository is set to benchmark the shoreline models contributed to the ShoreShop2.0

Jupyter Notebook 15 11 Updated Sep 12, 2024

Gaussian Markov Random Fields (GMRFs) and Integrated Nested Laplace Approximation (INLA)

Jupyter Notebook 18 1 Updated Apr 17, 2024

Uncertainty quantification with PyTorch

Python 310 11 Updated Aug 13, 2024

Structured Text Generation

Python 8,221 416 Updated Sep 14, 2024
Jupyter Notebook 199 13 Updated Sep 13, 2024

Normalizing-flow enhanced sampling package for probabilistic inference in Jax

Python 188 23 Updated Sep 10, 2024

All You Need is a Good Functional Prior for Bayesian Deep Learning (JMLR 2022)

Jupyter Notebook 18 5 Updated Apr 22, 2022

Repository for reproducing results in paper "Spatial Bayesian Neural Networks"

Python 6 Updated Apr 17, 2024

minted is a LaTeX package that provides syntax highlighting using the Pygments library. Highlighted source code can be customized using fancyvrb.

TeX 1,739 124 Updated Sep 10, 2024

Bayesian optimization in PyTorch

Jupyter Notebook 3,059 390 Updated Sep 14, 2024

The tiniest of Gaussian Process libraries

Python 282 23 Updated Sep 7, 2024

{mvgam} R 📦 to fit Dynamic Bayesian Generalized Additive Models for time series analysis and forecasting

R 97 12 Updated Sep 12, 2024

Python wrapper for nuts-rs

Jupyter Notebook 106 9 Updated Sep 9, 2024

Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray

Jupyter Notebook 442 128 Updated Sep 4, 2024

Disentangling driver & constructor performance in the F1 hybrid era

R 3 2 Updated Jun 26, 2023

Apuntes personales sobre estadística, machine learning y lenguaje de programación R

R 352 287 Updated Nov 30, 2020

Sentinel Hub Cloud Detector for Sentinel-2 images in Python

Python 423 92 Updated Jan 10, 2024

Template for an academic poster using Marp

CSS 36 4 Updated Oct 28, 2022

👻 Utilities for analyzing Bayesian models and posterior distributions

R 561 55 Updated Sep 10, 2024

Code for Tracing the influence of land-use change on water quality and coral reefs using a Bayesian model

R 6 1 Updated Sep 25, 2020

Code and data to reproduce the examples in the paper Bayesian views of generalized additive modelling.

12 2 Updated Jul 22, 2024

The Surface Energy Balance Algorithm for Land

Python 26 28 Updated Aug 11, 2023

Flax hybridization

Jupyter Notebook 2 1 Updated Mar 17, 2023

framework for large-scale SAR satellite data processing

Python 498 110 Updated Sep 4, 2024

Repository (data, code, etc.) for the workshop: JuliaEO - Earth Observation with Julia

Jupyter Notebook 47 18 Updated Sep 20, 2023

Sentinel-1 SAR in Python. Work with Metadata, Download Images, Load image, Calibrate the images, Speckle Filter the images. In short: Work with Sentinel 1 with only python...

Python 27 2 Updated Apr 24, 2023

Library for ocean wave spectra

Python 68 26 Updated Sep 9, 2024
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