sotakao

GPSat

Python package to interpolate nonstationary geospatial fields from observation data using local Gaussian process models

ExtrinsicGaugeIndependentVectorGPs

A library implementing the kernels for and experiments using extrinsic gauge equivariant vector field Gaussian Processes

iter-inla

A framework for state and parameter estimation in nonlinear dynamical systems using iterated INLA.

EPyStateEstimator

Iterative State Estimation in Non-linear Dynamical Systems Using Approximate Expectation Propagation

ASVGP

convlstm

implementation of convlstm cell

dl-imperial-maths

Code and assignment repository for the Imperial College Mathematics department Deep Learning course

ml-seminar-ucl

Supplementary codes for the message passing chapter in the UCL CS MSc course "Machine Learning Seminar"

moap-bml-workshop

Accompanying tutorials for my talk "Kriging in the age of machine learning", presented at the UCL-MOAP workshop on "Bayesian Machine Learning for Weather and Climate".

STUOD_Hackathon_2021

Repo for the "Machine Learning with Weather and Climate Data" challenge @ STUOD Hackathon 2021

sotakao/moap-bml-workshop

Accompanying tutorials for my talk "Kriging in the age of machine learning", presented at the UCL-MOAP workshop on "Bayesian Machine Learning for Weather and Climate".

sotakao/ml-seminar-ucl

Supplementary codes for the message passing chapter in the UCL CS MSc course "Machine Learning Seminar"

sotakao/STUOD_Hackathon_2021

Repo for the "Machine Learning with Weather and Climate Data" challenge @ STUOD Hackathon 2021

sotakao/ASVGP

sotakao/convlstm

implementation of convlstm cell

sotakao/dl-imperial-maths

Code and assignment repository for the Imperial College Mathematics department Deep Learning course

sotakao/hello-world

testing

sotakao/online-cv

A minimal Jekyll Theme to host your resume (CV) on GitHub with few clicks.

sotakao/sotakao-website

sotakao/sotakao.github.io

sotakao/SparseGPAX

An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.

sotakao/spde-inference

This repository contains the accompanying implementation for my MSc project on Bayesian inference with non-linear SPDE priors.