This repository contains additional resources to the article "Multidimensional Recurrence Quantification Analysis (MdRQA) for the analysis of multidimensional time-series: A software implementation in MATLAB and its application to group-level data in joint action", Frontiers in Psychology, by Wallot, Roepstorff & Mønster, as well as to the article "Analyzing Multivariate Dynamics Using Cross-Recurrence Quantification Analysis (CRQA), Diagonal-Cross-Recurrence Profiles (DCRP), and Multidimensional Recurrence Quantification Analysis (MdRQA) – A Tutorial in R" by Wallot & Leonardi
This repository contains all correction schemes proposed and used in the article "Border effect corrections for diagonal line based recurrence quantification analysis measures" (submitted to Physics Letters A)
Implementation of recurrence quantification analysis (RQA) measures to quantify the similarity of two fixation sequences (or scanpaths).
MATLAB GUI that creates Recurrence Plots dependent on the seven RQA parameters that are adjustable in the interactive UI. Made in collaboration with Math Capstone Class (other students' code is omitted)
sparse-group LASSO estimator code translated to matlab from R package "SGL"
This code solves multichannel sparse linear prediction using the Least Absolute Deviation (LAD) and Group LASSO (GL) algorithms with applications in dereverberation
Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.
code and data for the time series analysis vids on my YouTube channel
RNN based Time-series Anomaly detector model implemented in Pytorch.
Load forcasting on Delhi area electric power load using ARIMA, RNN, LSTM and GRU models