• Stars
    star
    5
  • Rank 2,861,937 (Top 57 %)
  • Language
    Python
  • License
    MIT License
  • Created almost 4 years ago
  • Updated about 2 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Gaussianization Flows for density estimation, sampling and information theory measures (RBIG2.0)

More Repositories

1

ee_ipl_uv

Multitemporal Cloud Masking in the Google Earth Engine
Jupyter Notebook
71
star
2

kNDVI

Kernel vegetation indices and the kernel NDVI
Python
46
star
3

ee_BioNet

The Google Earth Engine implementation of the BioNet algorithm to estimate biophysical parameters along with their uncertainties.
JavaScript
35
star
4

DL-L8S2-UV

Cloud masking for Landsat-8 & Sentinel-2
Jupyter Notebook
33
star
5

altoolbox

MATLAB Active Learning Toolbox for Remote Sensing
MATLAB
29
star
6

rbig

Rotation-Based Iterative Gaussianization algorithm.
Jupyter Notebook
17
star
7

simpleR

A simple MATLAB regression toolbox
MATLAB
16
star
8

pvl8dagans

Code of work Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V images for Cloud Detection
Python
16
star
9

AIDE

HTML
14
star
10

jaxkern

A lightweight didactic library of kernel methods using the back-end JAX.
Jupyter Notebook
12
star
11

simFeat

MATLAB feature extraction toolbox
MATLAB
9
star
12

LatentGranger

Python
7
star
13

rbig_jax

Iterative and Parametric Gaussianization with JAX.
Jupyter Notebook
6
star
14

SM-VOD-Trends

MATLAB
5
star
15

AI4Migrations

Jupyter Notebook
5
star
16

gp_error_propagation

Source code to accompany Input Noise for GP Error Propagation paper
Jupyter Notebook
5
star
17

geospatial_examples

A collection of examples handling geospatial data
R
4
star
18

mlregocean

Regression approaches for ocean parameters retrieval
Jupyter Notebook
4
star
19

gp_sens

Gradient-Based Sensitivity Analysis for Gaussian Process Emulation
Jupyter Notebook
3
star
20

satalign

Methods for spatial alignment of satellite imagery
Python
3
star
21

CHG_LLM

Jupyter Notebook
3
star
22

gauss4eo

Gaussianization for Earth Observation Data.
Jupyter Notebook
2
star
23

confound_it

Jupyter Notebook
2
star
24

rbig_matlab

Rotation-Based Iterative Gaussianization.
MATLAB
2
star
25

sakame

Derivatives of Kernel methods: Theory and toy examples with Earth System Data
Jupyter Notebook
2
star
26

Causal4Migrations

This repo contains data, demos and code snippets to reproduce the results of our work on causal discovery of drought-induced human displacement drivers.
1
star
27

xAI-constrained-losses

Jupyter Notebook
1
star
28

cloudsen12_models

Package to run inference with models created by the CloudSEN12 team
Jupyter Notebook
1
star
29

SKRR

SKRR - Structured Kernel Ridge Regression
MATLAB
1
star
30

XAI4EO

Collection of explainability tools for machine learning models with applications to Earth observation
Jupyter Notebook
1
star
31

IPL-UV.github.io

IPL-UV website in HUGO
TeX
1
star
32

equi7grid_lite

A user-friendly Python interface to interact with the Equi7Grid grid system
Python
1
star