Image Processing Lab (IPL)

Repositories

• gaussflow

  Gaussianization Flows for density estimation, sampling and information theory measures (RBIG2.0)
  Python MIT 0 1 0 0 Updated Jun 28, 2021

• rbig_jax

  Iterative and Parametric Gaussianization with JAX.

  information-theory generative-model sampling density-estimation jax gaussianization rbig
  Jupyter Notebook MIT 1 3 15 (1 issue needs help) 0 Updated May 28, 2021

• gauss4eo

  Gaussianization for Earth Observation Data.

  drought earthscience esdc gaussianization rbig
  Jupyter Notebook MIT 0 1 0 0 Updated May 11, 2021

• kNDVI

  Kernel vegetation indices and the kernel NDVI
  Python 2 4 0 0 Updated May 7, 2021

• jaxkern

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

  mmd kernel-methods kernels hsic jax
  Jupyter Notebook MIT 1 4 5 (1 issue needs help) 1 Updated Apr 16, 2021

• DL-L8S2-UV

  Cloud masking for Landsat-8 & Sentinel-2
  Jupyter Notebook MIT 2 5 0 0 Updated Mar 25, 2021

• ee_ipl_uv

  Multitemporal Cloud Masking in the Google Earth Engine
  Jupyter Notebook 11 45 0 0 Updated Mar 24, 2021

• pvl8dagans

  Code of work Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V images for Cloud Detection
  Python 1 9 0 0 Updated Mar 24, 2021

• latex_math

  A template for common math notation.
  TeX MIT 0 0 0 0 Updated Feb 24, 2021

• simpleR

  A simple MATLAB regression toolbox
  MATLAB 14 8 0 0 Updated Jan 11, 2021

• rbig

  Rotation-Based Iterative Gaussianization algorithm.

  pdf deep-learning information-theory estimation density-estimation iterative normalizing-flows
  Jupyter Notebook MIT 0 5 11 (2 issues need help) 3 Updated Nov 20, 2020

• rbig_matlab

  Rotation-Based Iterative Gaussianization.
  MATLAB MIT 0 1 0 0 Updated Oct 27, 2020

• sakame

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

  derivatives kernel-methods support-vector-machines gaussian-processes kernels hsic
  Jupyter Notebook MIT 0 0 0 0 Updated Oct 9, 2020

• gp_error_propagation

  Source code to accompany Input Noise for GP Error Propagation paper

  uncertainty gaussian-processes input-uncertainty
  Jupyter Notebook MIT 1 1 1 0 Updated Oct 9, 2020

• ml4ocean

  Some repos that we use for ocean data.
  HTML MIT 0 0 0 0 Updated Apr 29, 2020

• 2019_ci_rbig

  A repository with examples for using RBIG for climate informatics. Results are part of the 2019 Climate Informatics conference.

  multivariate-analysis dependence-analysis climate-informatics gaussianization
  Jupyter Notebook MIT 1 0 0 0 Updated Sep 29, 2019

• gp_sens

  Gradient-Based Sensitivity Analysis for Gaussian Process Emulation

  gradient sensitivity-analysis gaussian-processes emukit
  Jupyter Notebook 1 1 0 0 Updated Sep 2, 2019

• mlregocean

  Regression approaches for ocean parameters retrieval
  Jupyter Notebook 5 1 0 0 Updated Jul 10, 2018

• simpleClass

  MATLAB classification toolbox
  MATLAB 4 0 0 0 Updated Jan 19, 2018

• simFeat

  MATLAB feature extraction toolbox
  MATLAB 6 6 0 0 Updated Jan 19, 2018

• matlab

  MATLAB functios we use in other repos
  MATLAB 2 0 0 0 Updated Jan 19, 2018

• altoolbox

  MATLAB Active Learning Toolbox for Remote Sensing
  MATLAB 17 23 0 0 Updated Mar 7, 2017