IPL-UV/Causal4Migrations

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IPL-UV/Causal4Migrations

IPL-UV

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

ee_ipl_uv

Multitemporal Cloud Masking in the Google Earth Engine

Jupyter Notebook

kNDVI

Kernel vegetation indices and the kernel NDVI

ee_BioNet

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

DL-L8S2-UV

Cloud masking for Landsat-8 & Sentinel-2

Jupyter Notebook

altoolbox

MATLAB Active Learning Toolbox for Remote Sensing

rbig

Rotation-Based Iterative Gaussianization algorithm.

Jupyter Notebook

simpleR

A simple MATLAB regression toolbox

pvl8dagans

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

AIDE

jaxkern

A lightweight didactic library of kernel methods using the back-end JAX.

Jupyter Notebook

simFeat

MATLAB feature extraction toolbox

LatentGranger

rbig_jax

Iterative and Parametric Gaussianization with JAX.

Jupyter Notebook

gaussflow

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

SM-VOD-Trends

AI4Migrations

Jupyter Notebook

gp_error_propagation

Source code to accompany Input Noise for GP Error Propagation paper

Jupyter Notebook

geospatial_examples

A collection of examples handling geospatial data

mlregocean

Regression approaches for ocean parameters retrieval

Jupyter Notebook

gp_sens

Gradient-Based Sensitivity Analysis for Gaussian Process Emulation

Jupyter Notebook

satalign

Methods for spatial alignment of satellite imagery

CHG_LLM

Jupyter Notebook

gauss4eo

Gaussianization for Earth Observation Data.

Jupyter Notebook

confound_it

Jupyter Notebook

rbig_matlab

Rotation-Based Iterative Gaussianization.

sakame

Derivatives of Kernel methods: Theory and toy examples with Earth System Data

Jupyter Notebook

xAI-constrained-losses

Jupyter Notebook

cloudsen12_models

Package to run inference with models created by the CloudSEN12 team

Jupyter Notebook

SKRR

SKRR - Structured Kernel Ridge Regression

XAI4EO

Collection of explainability tools for machine learning models with applications to Earth observation

Jupyter Notebook

IPL-UV.github.io

IPL-UV website in HUGO

equi7grid_lite

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