jasmainak

hnn

The Human Neocortical Neurosolver (HNN) is a software tool that gives researchers/clinicians the ability to develop/test hypotheses on circuit mechanisms underlying EEG/MEG data.

codespell

check code for common misspellings

omission_frontiers

Analysis scripts for group analysis of MEG data in both Python and MATLAB associated with Andersen, L.M., 2018. Group Analysis in MNE-Python of Evoked Responses from a Tactile Stimulation Paradigm: A Pipeline for Reproducibility at Every Step of Processing, Going from Individual Sensor Space Representations to an across-Group Source Space Representation. Front. Neurosci. 12. https://doi.org/10.3389/fnins.2018.00006 and Andersen, L. M. Group Analysis in FieldTrip of Time-Frequency Responses: A Pipeline for Reproducibility at Every Step of Processing, Going From Individual Sensor Space Representations to an Across-Group Source Space Representation. Front. Neurosci. 12, (2018). https://10.3389/fnins.2018.00261

shallow-linear-net

Sparse-convolutional-coding-for-neuronal-assembly-detection

glmnet-python

Wrappers of Jerome Friedman's coordinate-descent Fortran implementation of lasso/elastic net regression from the R "glmnet" package.

py-glm

Generalized Linear Models in Sklearn Style

commondl

commondl

EEGLearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

check_notebook

Command line tool to check notebooks (ie linter for notebooks)

bids-tools

Tools for dealing with neuroimaging data in the BIDS structure

CtCI-6th-Edition-Python

Cracking the Coding Interview 6th Ed. Python Solutions

all-contributors

✨ Recognize all contributors, not just the ones who push code ✨

Sound-Demo-Package

The purpose of this package is to show through a practical MATLAB example how DDWiener and SOUND can be used to clean noisy EEG data. The MATLAB programs also show how a simple three-layer spherical head model, needed for SOUND, can be computed with the theoretical locations of the electrodes.

Thesis

PhD thesis

python-sessions

sparsenet-conv-2d

sparsenet-conv

PRMLT

Matlab code of machine learning algorithms in book PRML

storEEG

Data organization and sharing tool for EEG data, based on BIDS

rteeg

[DEPRECATED: use MNE-Python] Python module to stream and analyze EEG data in real-time

TPT

Welcom to TPT. This is a list of things you should know it exists.

mord

Ordinal regression algorithms

minirank

Ranking and ordinal regression algorithms in Python

neurodsp

Digital signal processing for neural time series.

mne_scipy2017

Slides for MNE talk at Scipy Conf. 2017

tensorpac

Phase-Amplitude Coupling under Python

nutmeg

Neurodynamic Utility Toolbox for MEG

boontadata-streams

compare stream processing engines in terms of code, features, and performances

alphacsc

Convolution dictionary learning for time-series