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The Top 23 Python Machine Learning Neuroscience Open Source Projects

Open source projects categorized as Python Machine Learning Neuroscience
Categories > Machine Learning > Machine Learning
Categories > Science > Neuroscience
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 4 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
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
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
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
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
Meta_rl ⭐ 32
The Tensorflow code and a DeepMind Lab wrapper for my article "Meta-Reinforcement Learning" on FloydHub.
most recent commit 5 years ago
Pymuscle ⭐ 31
A motor unit based model of skeletal muscle and fatigue
dependent packages 1total releases 9most recent commit 5 years agopypi pymuscle} Downloads
Mdf ⭐ 30
This repository contains the source for the MDF specification and Python API
most recent commit 7 months ago
Neuroglia ⭐ 30
a Python machine learning library for neurophysiology data
total releases 1most recent commit 5 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
Snn_object_recognition ⭐ 17
One-Shot Object Appearance Learning using Spiking Neural Networks
most recent commit 5 years ago
Eeg Self Supervision ⭐ 15
Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability". Accepted at ML4H Symposium 2021 with an oral spotlight!
most recent commit 9 months ago
Artificial Neural Variability For Deep Learning ⭐ 14
The PyTorch Implementation of Variable Optimizers/ Neural Variable Risk Minimization. The algorithms are based on the original paper: Artificial Neural Variability for Deep Learning: On overfitting, Noise Memorization, and Catastrophic Forgetting.
most recent commit 3 years ago
365 Days Of Code 2022 ⭐ 12
This coding challenge is created by Eda AYDIN. This coding challenge aims to progress from Python programming to Computer Vision, Natural Language Processing in Artificial Intelligence and Neuroscience.
most recent commit a year 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
The 8 Most Depended On Python 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 4 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 Python 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 4 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
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
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