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The Top 19 Python Machine Learning Neuroimaging Open Source Projects

Open source projects categorized as Python Machine Learning Neuroimaging
Categories > Machine Learning > Machine Learning
Categories > Machine Learning > Neuroimaging
Mne Python ⭐ 2,449
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 187total releases 76most recent commit 3 months agopypi mne} Downloads
Dltk ⭐ 1,293
Deep Learning Toolkit for Medical Image Analysis
most recent commit 2 years ago
Nilearn ⭐ 1,076
Machine learning for NeuroImaging in Python
most recent commit 3 months ago
Dipy ⭐ 647
DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.
most recent commit 3 months ago
Brainiak ⭐ 315
Brain Imaging Analysis Kit
total releases 15most recent commit 5 months ago
Clinica ⭐ 201
Software platform for clinical neuroimaging studies
dependent packages 1total releases 36most recent commit 3 months agopypi clinica} Downloads
Nobrainer ⭐ 139
A framework for developing neural network models for 3D image processing.
total releases 16most recent commit 4 months ago
Neuropredict ⭐ 99
Easy and comprehensive assessment of predictive power, with support for neuroimaging features
total releases 24most recent commit 5 months ago
Confounds ⭐ 35
Conquering confounds and covariates in machine learning
dependent packages 1total releases 6most recent commit a year agopypi confounds} 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
Ad Ml ⭐ 25
Framework for the reproducible classification of Alzheimer's disease using machine learning
most recent commit 2 years ago
Pyradigm ⭐ 24
Research data management in biomedical and machine learning applications
dependent packages 4total releases 21most recent commit a year agopypi pyradigm} Downloads
Brainmage ⭐ 20
Brain extraction in presence of abnormalities, using single and multiple MRI modalities
most recent commit 2 years ago
Easylearn_dev ⭐ 20
Easylearn is designed for machine learning mainly in resting-state fMRI, radiomics and other fields (such as EEG). Easylearn is built on top of scikit-learn, pytorch and other packages. Easylearn can assist doctors and researchers who have limited coding experience to easily realize machine learning, e.g., (MR/CT/PET/EEG)imaging-marker- or other biomarker-based disease diagnosis and prediction, treatment response prediction, disease subtyping, dimensional decoding for transdiagnostic psychiatri
most recent commit 3 years ago
Text2brain ⭐ 15
Generating brain activation maps from free-form text query
most recent commit 6 months ago
Skbold ⭐ 14
Utilities and tools for machine learning on BOLD-fMRI data
total releases 10most recent commit 3 years ago
Neural_pre_processing ⭐ 11
Neural Pre Processing is an end-to-end weakly supervised learning approach for converting raw head MRI images to intensity-normalized, skull-stripped brain in a standard coordinate space
most recent commit 6 months ago
Bpt ⭐ 9
The Brain Predictability toolbox (BPt), is a python based Machine Learning library designed primarily for tabular and neuroimaging specific neuroimaging data but can easily be generalized further.
total releases 21most recent commit a year ago
Hiwenet ⭐ 9
Histogram-weighted Networks for Connectivity & Advanced Analysis in Neuroscience
dependent packages 1total releases 20most recent commit 2 years agopypi hiwenet} Downloads
The 5 Most Depended On Python Machine Learning Neuroimaging 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
Pyradigm ⭐ 24
Research data management in biomedical and machine learning applications
dependent packages 4total releases 21latest release July 22, 2020most recent commit a year agopypi pyradigm} Downloads
Clinica ⭐ 201
Software platform for clinical neuroimaging studies
dependent packages 1total releases 36latest release September 08, 2023most recent commit 3 months agopypi clinica} 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
Hiwenet ⭐ 9
Histogram-weighted Networks for Connectivity & Advanced Analysis in Neuroscience
dependent packages 1total releases 20latest release July 14, 2022most recent commit 2 years agopypi hiwenet} Downloads
The 10 Latest Releases In Python Machine Learning Neuroimaging 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
Nobrainer ⭐ 139
A framework for developing neural network models for 3D image processing.
total releases 16latest release October 07, 2023most recent commit 4 months ago
Clinica ⭐ 201
Software platform for clinical neuroimaging studies
dependent packages 1total releases 36latest release September 08, 2023most recent commit 3 months agopypi clinica} Downloads
Hiwenet ⭐ 9
Histogram-weighted Networks for Connectivity & Advanced Analysis in Neuroscience
dependent packages 1total releases 20latest release July 14, 2022most recent commit 2 years agopypi hiwenet} 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
Brainiak ⭐ 315
Brain Imaging Analysis Kit
total releases 15latest release October 15, 2020most recent commit 5 months ago
Neuropredict ⭐ 99
Easy and comprehensive assessment of predictive power, with support for neuroimaging features
total releases 24latest release July 22, 2020most recent commit 5 months ago
Pyradigm ⭐ 24
Research data management in biomedical and machine learning applications
dependent packages 4total releases 21latest release July 22, 2020most recent commit a year agopypi pyradigm} Downloads
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