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The Top 20 Statistics Neuroscience Open Source Projects

Open source projects categorized as Statistics Neuroscience
Categories > Science > Neuroscience
Categories > Data Processing > Statistics
Mne Python ⭐ 2,449
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 187total releases 76most recent commit 3 months agopypi mne} Downloads
Fieldtrip ⭐ 782
The MATLAB toolbox for MEG, EEG and iEEG analysis
most recent commit 3 months ago
Csinva.github.io ⭐ 515
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
most recent commit 3 months ago
Neurokit.py ⭐ 253
A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).
dependent packages 2total releases 6most recent commit 4 years agopypi neurokit} Downloads
Elephant ⭐ 174
Elephant is the Electrophysiology Analysis Toolkit
dependent packages 14total releases 25most recent commit 3 months agopypi elephant} Downloads
Nsci801 Quantneuro ⭐ 112
NSCI 801 (Queen's U) Quantitative Neuroscience course materials
most recent commit 2 years ago
Psycho.r ⭐ 110
An R package for experimental psychologists
dependent packages 4total releases 17most recent commit 3 years ago
Braingraph ⭐ 94
Graph theory analysis of brain MRI data
dependent packages 2total releases 11most recent commit 3 years ago
Multipy ⭐ 52
Multiple hypothesis testing in Python
total releases 7most recent commit 3 years ago
Confounds ⭐ 35
Conquering confounds and covariates in machine learning
dependent packages 1total releases 6most recent commit a year agopypi confounds} Downloads
Life ⭐ 29
Please use the new version of LiFE: www.github.com/brain-life/encode
most recent commit 7 years ago
Tfce_mediation ⭐ 27
Fast regression and mediation analysis of vertex or voxel MRI data with TFCE
total releases 42most recent commit a year ago
Appliedstatisticsforneuroscience ⭐ 26
Materials for UC Berkeley Neuroscience 299
most recent commit 4 years ago
Fmut ⭐ 23
Factorial Mass Univariate ERP Toolbox (FMUT)
most recent commit 8 months ago
Mvpalab ⭐ 22
An easy to use decoding toolbox for Matlab users.
most recent commit 7 months ago
Fastlzerospikeinference ⭐ 12
Fast Exact Spike Inference Via L0 Optimization
most recent commit 4 years ago
Eeg_to_erp_pipeline_stats_r ⭐ 9
General pipeline used for analyzing EEG data where Raw EEG data gets transformed into ERPS and Stats are done in R (Mixed effects models)
most recent commit 5 months ago
Lzerospikeinference ⭐ 7
Exact Spike Inference Via L0 Optimization
most recent commit 5 years ago
Niseq ⭐ 5
group sequential tests for neuroimaging
most recent commit 9 months ago
Bilateral Connectome ⭐ 5
A paper investigating bilateral symmetry of connectome networks.
most recent commit a year ago
The 6 Most Depended On Statistics Neuroscience Open Source Projects
Mne Python ⭐ 2,449
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 187total releases 76latest release November 20, 2023most recent commit 3 months agopypi mne} Downloads
Elephant ⭐ 174
Elephant is the Electrophysiology Analysis Toolkit
dependent packages 14total releases 25latest release November 10, 2023most recent commit 3 months agopypi elephant} Downloads
Psycho.r ⭐ 110
An R package for experimental psychologists
dependent packages 4total releases 17latest release January 19, 2021most recent commit 3 years ago
Braingraph ⭐ 94
Graph theory analysis of brain MRI data
dependent packages 2total releases 11latest release September 29, 2020most recent commit 3 years ago
Neurokit.py ⭐ 253
A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).
dependent packages 2total releases 6latest release September 05, 2017most recent commit 4 years agopypi neurokit} Downloads
Confounds ⭐ 35
Conquering confounds and covariates in machine learning
dependent packages 1total releases 6latest release March 07, 2022most recent commit a year agopypi confounds} Downloads
The 8 Latest Releases In Statistics Neuroscience Open Source Projects
Mne Python ⭐ 2,449
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 187total releases 76latest release November 20, 2023most recent commit 3 months agopypi mne} Downloads
Elephant ⭐ 174
Elephant is the Electrophysiology Analysis Toolkit
dependent packages 14total releases 25latest release November 10, 2023most recent commit 3 months agopypi elephant} Downloads
Confounds ⭐ 35
Conquering confounds and covariates in machine learning
dependent packages 1total releases 6latest release March 07, 2022most recent commit a year agopypi confounds} Downloads
Psycho.r ⭐ 110
An R package for experimental psychologists
dependent packages 4total releases 17latest release January 19, 2021most recent commit 3 years ago
Braingraph ⭐ 94
Graph theory analysis of brain MRI data
dependent packages 2total releases 11latest release September 29, 2020most recent commit 3 years ago
Multipy ⭐ 52
Multiple hypothesis testing in Python
total releases 7latest release April 18, 2019most recent commit 3 years ago
Tfce_mediation ⭐ 27
Fast regression and mediation analysis of vertex or voxel MRI data with TFCE
total releases 42latest release October 23, 2018most recent commit a year ago
Neurokit.py ⭐ 253
A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).
dependent packages 2total releases 6latest release September 05, 2017most recent commit 4 years agopypi neurokit} Downloads
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