hendersontrent/Rcatch22

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Language
C
Created over 3 years ago
Updated 7 months ago

hendersontrent/Rcatch22

hendersontrent

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R package for calculation of 22 CAnonical Time-series CHaracteristics

theft

R package for Tools for Handling Extraction of Features from Time series (theft)

GAM.jl

Fit, evaluate, and visualise generalised additive models (GAMs) in native Julia

PosteriorPlots.jl

Graphical tools for Bayesian inference and posterior predictive checks.

feature-set-comp

Compares various time-series feature sets on computational performance, within-set structure, and between-set relationships.

correctR

R package for computing corrected test statistics for comparing machine learning models on correlated samples

QuasiGLM.jl

Adjust Poisson and Binomial Generalised Linear Models to their quasi equivalents for dispersed data

theft-webtool

Builds an R Shiny web application for interactive exploration of time-series features.

correctipy

Python package for computing corrected test statistics for comparing machine learning models on correlated samples

bayes-workflow-pres

Code and slides for my talk on basic principles of a Bayesian workflow across datasets.

feature-set-classification

Compares various time-series feature sets on a set of classification tasks.

tsCeatures

R package to compute some C++ coded time-series features for efficiency and scalability.

influenza-impact

Builds a Bayesian model to test the causal impact of COVID-19 on influenza in Australia.

CNS-2022-theft

Holds source code and slides for my presentation on the theft R package at CNS 2022

catchEmAll

R package to automatically and efficiently calculate CAnonical Time series CHaracteristics (catch) from reduced-redundancy feature sets.

crit-role-webtool

Builds an R Shiny web application for Critical Role data.

TimeSeriesSimulation.jl

Functions for simulating numerous types of dynamical systems and time-series processes.

critical-role

Builds statistical data visualisation and modelling for Critical Role data

phd-coursework

Holds source code for all coursework in my PhD.

hotteR

R package for webscraping, statistical analysis, and data visualisation of the Triple J Hottest 100 Countdown and related data.

mean-var-ts-classify

Holds analysis for working paper on simple feature set performance on time-series classification problems

theftdlc

Analyse and interpret time-series features calculated from the theft R package