All

25 repositories

pyhctsa
Public
The most comprehensive time-series feature extraction package in Python.
python time-series feature-extraction
python time-series feature-extraction time-series-analysis highly-comparative
Python
•
GNU General Public License v3.0
•0•14•1•0•Updated Mar 30, 2026Mar 30, 2026
catch22
Public
catch22: CAnonical Time-series CHaracteristics
time-series feature-extraction time-series-analysis
time-series feature-extraction time-series-analysis
C
•
GNU General Public License v3.0
•73•466•13•1•Updated Mar 29, 2026Mar 29, 2026
Time-reversibility
Public
Code and data to reproduce Dalle Nogare and Fulcher "A data-driven approach to identifying statistical indicators of temporal asymmetry"
Jupyter Notebook
•0•2•0•0•Updated Mar 16, 2026Mar 16, 2026
DynamicsAndNeuralSystems.github.io
Public
SCSS
•1.3k•0•0•0•Updated Mar 6, 2026Mar 6, 2026
pyspi
Public
Comparative analysis of pairwise interactions in multivariate time series.
time-series complex-networks complex-systems
time-series complex-networks complex-systems multivariate-analysis time-series-analysis multivariate-timeseries pairwise-interactions
Python
•
GNU General Public License v3.0
•34•252•8•3•Updated Feb 6, 2026Feb 6, 2026
feature-mediated-dependency-detection
Public
A method for detecting pairwise dependence based on feature-based adaption of information theoretic metrics
R
•1•2•0•0•Updated Jan 6, 2026Jan 6, 2026
sync_osc_MSTMs
Public
Mirror of hctsa repo for spike trains (https://github.com/GNB-UAM/sync_osc_MSTMs). Code used for the article "Synchrony, oscillations, and phase relationships i…
MATLAB
•
GNU General Public License v3.0
•0•0•0•0•Updated Nov 4, 2025Nov 4, 2025
pycatch22
Public
python implementation of catch22
C
•
GNU General Public License v3.0
•19•94•4•2•Updated Aug 1, 2025Aug 1, 2025
catchaMouse16
Public
catchaMouse16: CAnonical Time-series CHaracteristics for Mouse fMRI
time-series-analysis fmri-analysis mouse-fmri
time-series-analysis fmri-analysis mouse-fmri
C
•
GNU General Public License v3.0
•3•19•0•1•Updated Jul 15, 2025Jul 15, 2025
Homotopic_FC_HCP
Public
All code and intermediate data to reproduce results in our preprint, 'Mapping functional, structural, and molecular correlates of homotopic connectivity'
Jupyter Notebook
•0•1•0•0•Updated Jun 26, 2025Jun 26, 2025
geometricFNPmodel
Public
MATLAB
•
GNU General Public License v3.0
•0•2•0•0•Updated Jun 24, 2025Jun 24, 2025
OverlappingCommunityDetection_HCP
Public
This repository contains all code needed to reproduce analyses and visuals presented in our preprint, Benchmarking overlapping community detection methods for a…
Jupyter Notebook
•0•1•0•0•Updated Jun 12, 2025Jun 12, 2025
Catchamouse16_paper_code
Public
Compute set of important operations for HCTSA code
MATLAB
•12•0•0•0•Updated May 5, 2025May 5, 2025
OverlappingCommunityDetection
Public
Comparing overlapping community detection algorithms on structural brain networks.
C++
•0•2•1•0•Updated Apr 2, 2025Apr 2, 2025
fMRI_FeaturesDisorders
Public
Code and data to reproduce Bryant et al. 2024 preprint "Extracting interpretable signatures of whole-brain dynamics through systematic comparison"
Jupyter Notebook
•4•10•0•0•Updated Mar 26, 2025Mar 26, 2025
pinup_paper
Public
Code to reproduce figure 3 of the PINUP paper
Jupyter Notebook
•1•6•0•0•Updated Jul 11, 2024Jul 11, 2024
RAD
Public
Code for RAD in your favourite language
Python
•
MIT License
•0•3•0•0•Updated Jul 5, 2024Jul 5, 2024
pyspi-distribute
Public
Simple scripts for submitting multiple parallel jobs to a HPC (using PBS)
Python
•2•0•0•0•Updated Feb 16, 2024Feb 16, 2024
pyspi_tmp
Public archive
Comparative analysis of pairwise interactions in multivariate time series.
Python
•
GNU General Public License v3.0
•34•13•0•1•Updated Nov 12, 2023Nov 12, 2023
pyspi_paper_code
Public
All code to download datasets for the three classification case studies, compute SPIs, fit SVMs, and visualise results for pyspi publication
HTML
•1•12•0•0•Updated Aug 14, 2023Aug 14, 2023
MouseBrainModelling
Public
Honours Project
Jupyter Notebook
•4•1•0•0•Updated Apr 8, 2022Apr 8, 2022
Comp-Engine-Features
Public
Python
•
GNU General Public License v3.0
•1•2•1•1•Updated Aug 23, 2021Aug 23, 2021
humanStructureFunction
Public
Analysis code for connecting time-series properties of BOLD dynamics to connectivity properties using human fMRI and DWI data from HCP
connectomics time-series-analysis neuroimaging-analysis
connectomics time-series-analysis neuroimaging-analysis
MATLAB
•4•5•0•0•Updated Aug 11, 2021Aug 11, 2021
DevelopingMouse
Public
MATLAB
•0•2•0•0•Updated Mar 19, 2021Mar 19, 2021
DevelopmentalExpressionModeling
Public
MATLAB
•0•1•0•0•Updated Jul 29, 2020Jul 29, 2020

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The Dynamics and Neural Systems Group, The University of Sydney

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All

25 repositories

pyhctsa

catch22

Time-reversibility

DynamicsAndNeuralSystems.github.io

pyspi

feature-mediated-dependency-detection

sync_osc_MSTMs

pycatch22

catchaMouse16

Homotopic_FC_HCP

geometricFNPmodel

OverlappingCommunityDetection_HCP

Catchamouse16_paper_code

OverlappingCommunityDetection

fMRI_FeaturesDisorders

pinup_paper

RAD

pyspi-distribute

pyspi_tmp

pyspi_paper_code

MouseBrainModelling

Comp-Engine-Features

humanStructureFunction

DevelopingMouse

DevelopmentalExpressionModeling

All

All

Repositories list

25 repositories