Juan Emmanuel Johnson (@jejjohnson)
github

jejjohnson

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Top repositories

1

gp_model_zoo

Literature and light wrappers for gaussian process models.
Jupyter Notebook
44
star
2

research_journal

My Research Journal covering various topics that interest me. They're mostly scattered notes and resources.
HTML
31
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3

uncertain_gps

Exploring how to to deal with uncertain inputs with gaussian process regression models.
Jupyter Notebook
26
star
4

research_notebook

My personal research notebook with notes, tutorials, and resources written in Jupyterbook.
Jupyter Notebook
19
star
5

oceanbench

OceanBench - SSH edition
Jupyter Notebook
15
star
6

xrpatcher

A ML-oriented generic patcher for xarray data structures.
Jupyter Notebook
15
star
7

manifold_learning

A repository with work-in-progress code: Schroedinger Eigenmaps for Manifold Learning
Jupyter Notebook
12
star
8

jaxsw

Simple differentiable approximate ocean models built with JAX.
Jupyter Notebook
12
star
9

ml4ssh

Machine learning applied to interpolate sea-surface height observations from altimetry tracks.
Jupyter Notebook
9
star
10

somax

Simple Ocean Models with JAX
Jupyter Notebook
7
star
11

pysim

A package for using similarity measures like HSIC using python.
Python
6
star
12

finitevolX

Finite Volume tools in JAX
Python
3
star
13

rbig_eo

Using RBIG and the IT measures for analyzing Earth Observation and climate data.
Jupyter Notebook
2
star
14

research_journal_v2

TeX
1
star
15

kernellib

A simple package with all of my kernel functions.
Jupyter Notebook
1
star
16

dot_files

My dot files that I often use for in my computing day-to-day life.
TeX
1
star
17

website_academic

My academic website built with quarto.
CSS
1
star
18

jbayesevt

Bayesian Modeling for Extreme Values: Applications to Climate Attribution
Jupyter Notebook
1
star
19

jaxkf

Kalman Filters with Modern ML methods.
Jupyter Notebook
1
star
20

geo_toolz

Jupyter Notebook
1
star
21

hsi_python

hyperspectral image routines with python.
Jupyter Notebook
1
star
22

nerf4ssh

Neural Fields for Sea Surface Height Interpolation.
1
star
23

jejeqx

My models that I look at to test out JAX.
Jupyter Notebook
1
star
24

manipy

My manifold learning library of semisupervised extensions.
Python
1
star
25

rbig

Rotation-Based Iterative Gaussianization (RBIG) - a gaussianization algorithm with information measures.
Jupyter Notebook
1
star