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Steefan Contractor's Projects

canyon-b icon canyon-b

Matlab and R routines to robustly estimate open ocean CO2 variables and macronutrients from T, S and O2 data using Bayesian neural networks ("CANYON-B") of Bittig et al. (2018) Front. Mar. Sci. 5:328. http://dx.doi.org/10.3389/fmars.2018.00328

climbingparty icon climbingparty

Static website for the Innsbruck Lead World Cup viewing party

did icon did

Website for the Difference-in-Differences workshop

floelidar icon floelidar

A repository for detecting ice floes using LIDAR data

gpcc_interpolation_scripts icon gpcc_interpolation_scripts

A repository containing the scripts and auxiliary files needed to interpolate in situ data using ordinary block Kriging. The methods are identical to the GPCC Full Data Daily dataset.

kelvinwakes icon kelvinwakes

Detect kelvin wakes from surface and submerged vessels with deep learning.

nn-gp icon nn-gp

Experiments with combining gaussian processes and neural networks. Input warped GPs with NNs and GPs with a NN kernel.

nsw-imos_data_viz_app icon nsw-imos_data_viz_app

A repository for all work related to a shiny app for visualising data collected by the NSW-IMOS observing programme.

oceanml icon oceanml

Various Machine/Deep Learning projects with ocean data.

oceannn icon oceannn

A repository containing code for modeling dissolved oxygen and nutrient concentrations using a simple feedforward neural network and for gap-filling ocean temperature timeseries using LSTMs including monte carlo dropout estimates at Port Hacking 100 National Reference Station.

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