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The Top 14 Machine Learning Fmri Open Source Projects

Open source projects categorized as Machine Learning Fmri
Categories > Fmri
Categories > Machine Learning > Machine Learning
Nilearn ⭐ 1,076
Machine learning for NeuroImaging in Python
most recent commit 3 months ago
Brainiak ⭐ 315
Brain Imaging Analysis Kit
total releases 15most recent commit 5 months ago
Canlabcore ⭐ 135
Core tools required for running Canlab Matlab toolboxes. The heart of this toolbox is object-oriented tools that enable interactive analysis of neuroimaging data and simple scripts using high-level commands tailored to neuroimaging analysis.
most recent commit 3 months ago
Nltools ⭐ 116
Python toolbox for analyzing imaging data
dependent packages 2total releases 40most recent commit 5 months agopypi nltools} Downloads
Actflowtoolbox ⭐ 29
The Brain Activity Flow ("Actflow") Toolbox. Tools to quantify the relationship between connectivity and task activity through network simulations and machine learning prediction. Helps determine how connections contribute to specific brain functions.
total releases 7most recent commit 4 months ago
Automated Explanations ⭐ 26
Explain a black-box module in natural language.
most recent commit 3 months ago
Icon2017 ⭐ 22
Repository for the ICON 2017 hackathon 'multivoxel pattern analysis (MVPA) of fMRI data in Python'
most recent commit 9 months ago
Neuroml2020 ⭐ 20
Machine Learning in Neuroimaging data, Fall 2020.
most recent commit 2 years ago
Fetal Code ⭐ 11
Automated Preprocessing Pipeline for Fetal Resting-State fMRI Data
most recent commit 2 years ago
Beira ⭐ 11
BEIRA: BOLD from EEG Interpretable Regression Autoencoder. Prediction subcortical BOLD activity from EEG data
most recent commit a year ago
Friendengine ⭐ 10
FRIEND engine is a new implementation of the FRIEND software, a fMRI neurofeedback processing package, already available on the NITRC repository
most recent commit 5 years ago
Machine Learning Portfolio ⭐ 7
Assorted machine learning implementations for medical data
most recent commit 3 months ago
Asd_gp_gcn ⭐ 6
ASD diagnosis on ABIDE I
most recent commit 2 years ago
Deepretinotopy ⭐ 5
Code for predicting retinotopy from anatomy using geometric deep learning. See paper for more --> https://www.sciencedirect.com/science/article/pii/
most recent commit 2 years ago
The 3 Latest Releases In Machine Learning Fmri Open Source Projects
Nltools ⭐ 116
Python toolbox for analyzing imaging data
dependent packages 2total releases 40latest release October 31, 2023most recent commit 5 months agopypi nltools} Downloads
Brainiak ⭐ 315
Brain Imaging Analysis Kit
total releases 15latest release October 15, 2020most recent commit 5 months ago
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