open   documented  

Scikit-learn

Scikit-learn is an open source machine learning library that supports supervised and unsupervised learning. It also provides various tools for model fitting, data preprocessing, model selection, model evaluation, and many other utilities.

Authors:  Jérémie du BoisberrangerJoris Van den BosscheLoïc EstèveThomas J. FanAlexandre GramfortOlivier GriselYaroslav HalchenkoNicolas HugAdrin JalaliJulien JerphanionGuillaume LemaitreChristian LorentzenJan Hendrik MetzenAndreas MuellerVlad NiculaeJoel NothmanHanmin QinBertrand ThirionTom Dupré la TourGael VaroquauxNelle VaroquauxRoman Yurchak
Updated:  2022-01-29
Source:  https://scikit-learn.org/stable/
Keywords:  machine-learningPythonprogrammingclustering

open   documented  

Case-Studies-Python

An introduction to the practicing neuroscientist to data analysis in Python.

Authors:  Emily SchlaflyMark KramerAnthea Cheung
Updated:  2022-01-13
Source:  https://github.com/Mark-Kramer/Case-Studies-Python/
Keywords:  PythonmatlabneuroscienceexperimentEEGdata

open   documented  

PyGaze

An open-source, cross-platform toolbox for minimal-effort programming of eye tracking experiments.

Authors:  Edwin S. DalmaijerSebastiaan MathôtStefan Van der Stigchel
Updated:  2021-12-03
Source:  http://www.pygaze.org/
Keywords:  eyetrackingvisual-stimulusauditory-stimulusPythonexperimentprogramming

open   documented  

MNE-Python

Open-source Python package for exploring, visualizing, and analyzing human neurophysiological data: MEG, EEG, sEEG, ECoG, NIRS, and more.

Authors:  Alexandre GramfortMartin LuessiEric LarsonDenis A. EngemannDaniel StrohmeierChristian BrodbeckRoman GojMainak JasTeon BrooksLauri ParkkonenMatti S. Hämäläinen
Updated:  2021-12-02
Source:  https://mne.tools/stable/index.html
Keywords:  experimentPythondatamachine-learningneuroscience

open   documented  

Expyriment

Expyriment is an open-source Python library for designing and conducting timing-critical behavioural and neuroimaging experiments.

Authors:  Florian KrauseOliver Lindemann
Updated:  2021-11-16
Source:  https://www.expyriment.org/
Keywords:  cognitionneuroimagingpsychologyneuroscienceexperimentPythonEnglish

open   documented  

Psynteract

Interactive experiments for the behavioral sciences (and beyond).

Authors:  Felix HenningerPascal J. KieslichBenjamin E. Hilbig
Updated:  2021-11-03
Source:  https://github.com/psynteract/
Keywords:  experimentpsychologyPythonEnglish

open   documented  

psiTurk

psiTurk, is an open-source project that facilitates the creation, deployment, sharing, and replication of web-based psychology experiments.

Authors:  Todd M. GureckisJay MartinJohn McDonnellAlexander S. RichDoug MarkantAnna CoenenDavid HalpernJessica B. HamrickPatricia Chan
Updated:  2021-10-05
Source:  https://psiturk.org/
Keywords:  psychologydatabaseexperimentPythonJavaScript

open   documented  

OpenSesame

OpenSesame is a program for easy of development of behavioral experiments for psychology, neuroscience, and experimental economy.

Authors:  Sebastiaan MathôtDaniel SchreijJan Theeuwes
Updated:  2021-09-06
Source:  https://osdoc.cogsci.nl/
Keywords:  psychologyexperimentneurosciencePythonJavaScriptEnglishFrenchSpanish

open   documented   tested  

PsychoPy

An open-source package for running experiments in Python.

Authors:  Jonathan W. PeirceJeremy R. GraySol SimpsonMichael R. MacAskillRichard HöchenbergerHiroyuki SogoErik KastmanJonas K. Lindeløv
Updated:  2021-04-15
Source:  psychopy.org
Keywords:  pythonexperimentneurosciencelinguisticspsychologypsychophysicspsycholinguisticsexperiment-controlexperimental-design

open   documented  

ANL Frequency-Following Responses

A set of tools to analyze and interpret auditory steady-state responses, particularly the subcortical kind commonly known as frequency-following responses (FFRs).

Authors:  Hari BharadwajHao LuLenny Varghese
Updated:  2021-04-04
Source:  https://github.com/SNAPsoftware/ANLffr
Keywords:  auditionfrequencyPythonphase-lockingEEG

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