jejjohnson/gp_model_zoo

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Jupyter Notebook
License
MIT License
Created about 5 years ago
Updated over 3 years ago

jejjohnson/gp_model_zoo

jejjohnson

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Literature and light wrappers for gaussian process models.

research_journal

My Research Journal covering various topics that interest me. They're mostly scattered notes and resources.

uncertain_gps

Exploring how to to deal with uncertain inputs with gaussian process regression models.

Jupyter Notebook

research_notebook

My personal research notebook with notes, tutorials, and resources written in Jupyterbook.

Jupyter Notebook

oceanbench

OceanBench - SSH edition

Jupyter Notebook

xrpatcher

A ML-oriented generic patcher for xarray data structures.

Jupyter Notebook

manifold_learning

A repository with work-in-progress code: Schroedinger Eigenmaps for Manifold Learning

Jupyter Notebook

jaxsw

Simple differentiable approximate ocean models built with JAX.

Jupyter Notebook

ml4ssh

Machine learning applied to interpolate sea-surface height observations from altimetry tracks.

Jupyter Notebook

somax

Simple Ocean Models with JAX

Jupyter Notebook

pysim

A package for using similarity measures like HSIC using python.

finitevolX

Finite Volume tools in JAX

rbig_eo

Using RBIG and the IT measures for analyzing Earth Observation and climate data.

Jupyter Notebook

research_journal_v2

kernellib

A simple package with all of my kernel functions.

Jupyter Notebook

dot_files

My dot files that I often use for in my computing day-to-day life.

website_academic

My academic website built with quarto.

jbayesevt

Bayesian Modeling for Extreme Values: Applications to Climate Attribution

Jupyter Notebook

jaxkf

Kalman Filters with Modern ML methods.

Jupyter Notebook

geo_toolz

Jupyter Notebook

hsi_python

hyperspectral image routines with python.

Jupyter Notebook

nerf4ssh

Neural Fields for Sea Surface Height Interpolation.

jejeqx

My models that I look at to test out JAX.

Jupyter Notebook

manipy

My manifold learning library of semisupervised extensions.

rbig

Rotation-Based Iterative Gaussianization (RBIG) - a gaussianization algorithm with information measures.

Jupyter Notebook