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The Top 23 Machine Learning Neuroscience Open Source Projects

Open source projects categorized as Machine Learning Neuroscience
Categories > Machine Learning > Machine Learning
Categories > Science > Neuroscience
Course Content ⭐ 2,527
NMA Computational Neuroscience course
most recent commit 4 months ago
Mne Python ⭐ 2,449
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 187total releases 76most recent commit 3 months agopypi mne} Downloads
Snntorch ⭐ 935
Deep and online learning with spiking neural networks in Python
total releases 40most recent commit 3 months ago
Moabb ⭐ 546
Mother of All BCI Benchmarks
dependent packages 2total releases 10most recent commit 3 months agopypi moabb} Downloads
Csinva.github.io ⭐ 515
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
most recent commit 3 months ago
Brainiak ⭐ 315
Brain Imaging Analysis Kit
total releases 15most recent commit 5 months ago
Recursos Neuro ⭐ 215
Repositorio con recursos de Neurociencia Cognitiva y computacional con amplitud temática.
most recent commit 3 months ago
Antropy ⭐ 203
AntroPy: entropy and complexity of (EEG) time-series in Python
total releases 1most recent commit 9 months ago
Clinica ⭐ 201
Software platform for clinical neuroimaging studies
dependent packages 1total releases 36most recent commit 3 months agopypi clinica} Downloads
Deepeeg ⭐ 180
Deep Learning with Tensor Flow for EEG MNE Epoch Objects
most recent commit 2 years ago
Mne Cpp ⭐ 143
MNE-CPP: A Framework for Electrophysiology
most recent commit 3 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
Artificial Intelligence And Machine Learning ⭐ 135
A repository for implementation of artificial intelligence algorithm which includes machine learning and deep learning algorithm as well as classical AI search algorithm
most recent commit a year ago
Torchga ⭐ 78
Train PyTorch Models using the Genetic Algorithm with PyGAD
most recent commit 10 months ago
Ngc Learn ⭐ 71
NGC-Learn: Predictive Coding and Neurobiologically-Motivated Learning in Python
most recent commit 6 months ago
Micaopen ⭐ 58
Open Scripts and pipelines from the Multimodal Imaging and Connectome Analysis Lab at the Montreal Neurological Institute
most recent commit 3 months ago
Talks ⭐ 58
Presentations other than book club meetings
most recent commit 3 months ago
Deepslice ⭐ 56
A python package which aligns histology to the Allen Brain Atlas and Waxholm rat atlas using deep learning.
dependent packages 1total releases 16most recent commit 6 months agopypi DeepSlice} Downloads
Pymindaffectbci ⭐ 55
Python SDK for high performance on-line Brain Computer Interface development.
total releases 25most recent commit 9 months ago
Awesome Cogsci ⭐ 49
An Awesome List of Cognitive Science Resources
most recent commit 3 years ago
Synthetic ⭐ 37
Symbolic Generators for Complex Networks
most recent commit a year ago
Confounds ⭐ 35
Conquering confounds and covariates in machine learning
dependent packages 1total releases 6most recent commit a year agopypi confounds} Downloads
Harmonization ⭐ 34
👋 Aligning Human & Machine Vision using explainability
most recent commit 9 months ago
The 8 Most Depended On Machine Learning 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
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
Moabb ⭐ 546
Mother of All BCI Benchmarks
dependent packages 2total releases 10latest release October 23, 2023most recent commit 3 months agopypi moabb} Downloads
Pymuscle ⭐ 31
A motor unit based model of skeletal muscle and fatigue
dependent packages 1total releases 9latest release February 12, 2019most recent commit 5 years agopypi pymuscle} Downloads
Deepslice ⭐ 56
A python package which aligns histology to the Allen Brain Atlas and Waxholm rat atlas using deep learning.
dependent packages 1total releases 16latest release October 11, 2023most recent commit 6 months agopypi DeepSlice} 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 Machine Learning 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
Moabb ⭐ 546
Mother of All BCI Benchmarks
dependent packages 2total releases 10latest release October 23, 2023most recent commit 3 months agopypi moabb} Downloads
Deepslice ⭐ 56
A python package which aligns histology to the Allen Brain Atlas and Waxholm rat atlas using deep learning.
dependent packages 1total releases 16latest release October 11, 2023most recent commit 6 months agopypi DeepSlice} 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
Snntorch ⭐ 935
Deep and online learning with spiking neural networks in Python
total releases 40latest release August 04, 2022most recent commit 3 months ago
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
Antropy ⭐ 203
AntroPy: entropy and complexity of (EEG) time-series in Python
total releases 1latest release June 08, 2022most recent commit 9 months ago
Pymindaffectbci ⭐ 55
Python SDK for high performance on-line Brain Computer Interface development.
total releases 25latest release March 18, 2022most recent commit 9 months ago
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