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:  2022-01-18
Source:  https://scikit-learn.org/stable/
Keywords:  machine-learningPythonprogrammingclustering

open   documented  

FreeSurfer

FreeSurfer is an open source package for the analysis and visualization of structural, functional, and diffusion neuroimaging data from cross-sectional and longitudinal studies.

Authors:  Bruce FischlAnders DaleMartin SerenoDoug Greve
Updated:  2022-01-13
Source:  https://freesurfer.net/
Keywords:  neuroimagingpsychologyneuropsychologytoolboxdata

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  

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  

Soundgen

Soundgen is an open-source toolbox for voice synthesis, manipulation, and analysis.

Authors:  Andrey Anikin
Updated:  2021-11-21
Source:  https://CRAN.R-project.org/package=soundgen
Keywords:  sound-synthesispitchexperimentfrequencyprogrammingacoustics

open   documented  

Automatic Linguistic Unit Count Estimator (ALICE)

ALICE is a tool for estimating the number of adult-spoken linguistic units from child-centered audio recordings, as captured by microphones worn by children. It is meant as an open-source alternative for LENA adult word count (AWC) estimator.

Authors:  Okko RäsänenShreyas SeshadriMarvin LavechinAlejandrina CristiaMarisa Casillas
Updated:  2021-11-02
Source:  https://github.com/orasanen/ALICE
Keywords:  languagelinguisticsphoneticsspeech-productionArgentinian SpanishTseltalYélî DnyeEnglish

open   documented  

MPTinR

Provides a user-friendly way for the analysis of multinomial processing tree (MPT) models. Multinomial modeling and the measurement of cognitive processes for single and multiple datasets.

Authors:  Henrik SingmannDavid KellenQuentin GronauChristian MuellerAkhil S. Bhel
Updated:  2021-07-13
Source:  https://CRAN.R-project.org/package=MPTinR
Keywords:  cognitionexperimentsoftwareRpsychology

open   documented  

The Pair Test

The Pair Test offers improved diagnosis, with more precise indication on the nature of the memory deficit and the underlying processing impairment in patients with known or suspected pathology in the temporal lobe.

Authors:  Sarah Buck
Updated:  2021-05-07
Source:  https://www.protocols.io/view/the-pair-test-a-computerised-measure-of-learning-a-bjvckn2w
Keywords:  memorypsychologylearningneuropsychologyEnglish

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

open   documented   tested  

Phonetics.jl

A collection of functions to analyze phonetic data in Julia.

Authors:  Matthew C. Kelley
Updated:  2021-02-08
Source:  https://github.com/maetshju/phonetics.jl
Keywords:  juliavowelsplottinglexiconacoustic-distanceneighborhood-densityphonotactic-probability

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