jejjohnson

research_notebook

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

oceanbench

OceanBench - SSH edition

xrpatcher

A ML-oriented generic patcher for xarray data structures.

jaxsw

Simple differentiable approximate ocean models built with JAX.

ml4ssh

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

somax

Simple Ocean Models with JAX

finitevolX

Finite Volume tools in JAX

dot_files

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

geo_toolz

jbayesevt

Bayesian Modeling for Extreme Values: Applications to Climate Attribution

jejeqx

My models that I look at to test out JAX.

nerf4ssh

Neural Fields for Sea Surface Height Interpolation.

research_journal_v2

rs_tools

ai4oac2023

BayesNewton

Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.

da_toolz

Data Assimilation tools with xarray

eqx-nerf

Neural Fields with JAX (equinox)

eqx-trainer

A trainer module for the equinox (JAX) framework.

fieldx

Custom xarray-like datastructures for fields with JAX

FiniteDiffX

Finite difference tools in JAX

functa4eo

Using Functa for generalized interpolators for EO data

GPfY

Gaussian processes with spherical harmonic features in JAX

helio_tools

jejjohnson

My personal README.

knerf

Minimal neural fields with keras-core.

mfourdvar

Modern ML-Based Variational Data Assimilation framework

ml4eo

ocn-tools

Ocean Utility tools for working with oceanbench.

spectraldiffx

Spectral Difference tools with JAX