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zeigar's Projects

nibetaseries icon nibetaseries

Nipype implementation of BetaSeries Correlations (Alpha)

niftynet icon niftynet

An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

nilearn icon nilearn

Machine learning for NeuroImaging in Python

nimare icon nimare

Coordinate- and Image-based meta-analysis in Python

nipy icon nipy

Neuroimaging in Python FMRI analysis package

nipype icon nipype

Workflows and interfaces for neuroimaging packages

nistats icon nistats

Modeling and statistical inference on fMRI data in Python

niworkflows icon niworkflows

Common workflows for MRI (anatomical, functional, diffusion, etc)

nlgc icon nlgc

Network Localized Granger Causality, NLGC: Network localized Granger causality with application to MEG directional functional connectivity analysis. NeuroImage 260, 119496, doi:https://doi.org/10.1016/j.neuroimage.2022.119496 (2022).

nn-brain icon nn-brain

Tutorial codes for modeling brains with neural nets

nni icon nni

An open source AutoML toolkit for neural architecture search and hyper-parameter tuning.

ntds_2018 icon ntds_2018

Material for the EPFL master course "A Network Tour of Data Science", edition 2018.

openmeeg icon openmeeg

A C++ package for low-frequency bio-electromagnetism solving forward problems in the field of EEG and MEG.

opennft icon opennft

OpenNFT is an integrated software package designed for neurofeedback training.

osl-core icon osl-core

A set of Matlab tools and scripts for running M/EEG analyses on CTF and Elekta Neuromag data

oxford_asl icon oxford_asl

A command line tool for quantification of perfusion from ASL data

papto icon papto

Brady, B., & Bardouille, T. (2022). Periodic/Aperiodic parameterization of transient oscillations (PAPTO)–Implications for healthy ageing. NeuroImage, 251, 118974.

pathpy icon pathpy

pathpy is an OpenSource python package for the modeling and analysis of pathways and temporal networks using higher-order and multi-order graphical models

pattern_classification icon pattern_classification

Matlab code of pattern classification algorithms (e.g., SVC, logistic regression, MLDA) for analyzing brain imaging data.

pca_tutorial icon pca_tutorial

Accompanying scripts and material to conduct a temporal EFA on ERP data as explained in Scharf, Florian, et al. "A tutorial on the use of temporal principal component analysis in developmental ERP research–Opportunities and challenges." Developmental Cognitive Neuroscience (2022): 101072.

percolation icon percolation

An R package for Continuum percolation analysis of Poisson sticks

percolation-1 icon percolation-1

the percolation python package for harnessing open linked social data

photon icon photon

A Python-based Hyperparameter Optimization Toolbox for Neural Networks is designed to accelerate and simplify the construction, training, and evaluation of machine learning models.

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