Name: Steefan Contractor
Type: User
Company: The University of New South Wales
Bio: Research Data Scientist at The University of New South Wales (UNSW Data Science Hub, School of Maths & Stats)
Location: Sydney, Australia
Steefan Contractor's Projects
Easily create a beautiful website using Academic and Hugo
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
Static website for the Innsbruck Lead World Cup viewing party
Code from AMOS 2019 Software Carpentry Workshop
Website for the Difference-in-Differences workshop
A repository for detecting ice floes using LIDAR data
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.
Is it hot right now? A Shiny app.
Detect kelvin wakes from surface and submerged vessels with deep learning.
Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)
Marine temperature anomaly analysis
Experiments with combining gaussian processes and neural networks. Input warped GPs with NNs and GPs with a NN kernel.
A repository for all work related to a shiny app for visualising data collected by the NSW-IMOS observing programme.
Various Machine/Deep Learning projects with ocean data.
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.
Code to do ETF financial portfolio optimization
A repository to publish plotly plots
Some code for the PUG demo 09/08/21
A repository for D3 workshop
The HTML Presentation Framework
A repo for my website templated from wowchemy/starter-hugo-academic