pranaysy Goto Github PK

20240419_rust-for-python-programmers

Rust for Python Programmers 1-Day Course

antropy

AntroPy: entropy and complexity of (EEG) time-series in Python

bayesian-optimization

Source Code for 'Bayesian Optimization' by Peng Liu

causaldiscoverypaper

Metadata and code used for paper on Causal Discovery using Compression-Complexity Measures

cbu_bayesian_sequential_designs

Code for simulating Bayesian sequential design paradigms to assess "power" for supporting H0 or H1 under various scenarios.

chaosfex

Feature Extraction using Chaos

cognestic22_multimodal_dcm

Dynamic Causal Modelling (DCM) of fMRI and M/EEG face-processing data

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

ctwc-model

Griffiths-Lefebvre Corticothalamic Wilson-Cowan Model - repo for Griffiths et al. 2019

dcm-meeg-demo

Tutorial for fitting group DCMs on M/EEG data

dcmdemo

fMRI version of Cognestic 2022's DCM demo tutorial

eeg-infants-exponent

This repository provides analysis code to analyze longitudinal changes in aperiodic activity in infant EEG data.

entropy

EntroPy: complexity of (EEG) time-series in Python

etcpy

Compute Effort To Compress (ETC) using the NSRPS algorithm in Python

fastrpca

Matlab code for all variants of robust PCA and SPCP

fbpca

Fast Randomized PCA/SVD

generative_review

Code accompanying "Generative Models: An Interdisciplinary Perspective"

lempel-ziv_complexity

:package: Lempel-Ziv Complexity, fast implementations with :snake: Python (naive, Numba or Cython for speedup), Open-Source (MIT) :+1: →

linearrl

morletwavelets

multimodaldcm

Tutorial covering group DCM analyses of fMRI and M/EEG

neural_field_with_gaps

neurodsp

Digital signal processing for neural time series.

neuroprocimager

nicotine-whole-brain

Codes used for the article "Whole-brain modeling explains the context-dependent effects of cholinergic neuromodulation"

price2017naturecomms

Scripts from D. Price, L. K. Tyler, R. Neto Henriques, K. Campbell, N. Williams, M. Treder, J. R. Taylor, CamCAN, R. N. A. Henson. (in press). Age-Related Delay in Visual and Auditory Evoked Responses is Mediated by White- and Gray-matter Differences. Nature Communications

psgpy

Processing, analysis and visualization of Polysomnography data

riksneurotools

Rik Henson's neuroimaging analysis tools

robustpca

Robust PCA implementation and examples (Matlab)

slurm-demo

Tutorial scripts for dispatching parallel jobs to SLURM cluster