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The Top 23 Machine Learning Eeg Open Source Projects

Open source projects categorized as Machine Learning Eeg
Categories > Science > Eeg
Categories > Machine Learning > Machine Learning
Mne Python ⭐ 2,449
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 187total releases 76most recent commit 3 months agopypi mne} Downloads
Pyriemann ⭐ 574
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
dependent packages 11total releases 11most recent commit 21 days agopypi pyriemann} Downloads
Moabb ⭐ 546
Mother of All BCI Benchmarks
dependent packages 2total releases 10most recent commit 4 months agopypi moabb} Downloads
Ts Tcc ⭐ 226
[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
most recent commit 8 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
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
Ai Nlp Paper Readings ⭐ 107
This is my reading list for my PhD in AI, NLP, Deep Learning and more.
most recent commit 3 years ago
Bci.js ⭐ 104
📊 EEG signal processing and machine learning in JavaScript
dependent packages 2total releases 18most recent commit 4 years agonpm bcijs} Downloads
Deep Learning For Bci ⭐ 78
Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications
most recent commit a year ago
Machine Learning Course Projects ⭐ 68
Including some machine learning and artificial intellegent examples
most recent commit a year ago
Thesis ⭐ 60
MSc thesis on: Classifying brain activity using EEG and automated time tracking of computer use (using ActivityWatch)
most recent commit 5 months ago
Eeg Gcnn ⭐ 56
Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.
most recent commit 2 years ago
Pymindaffectbci ⭐ 55
Python SDK for high performance on-line Brain Computer Interface development.
total releases 25most recent commit 9 months ago
Awesome Healthmetrics ⭐ 52
A curated list of awesome resources at the intersection of healthcare and AI
most recent commit 7 months ago
Kaggle Eeg ⭐ 49
Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.
most recent commit 4 years ago
Bci_toolbox ⭐ 29
Classification toolbox for ERP and SSVEP based BCI data
most recent commit 3 years ago
Motor Imagery Tasks Classification Using Eeg Data ⭐ 29
Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data
most recent commit 6 years ago
Fbcsp Python ⭐ 25
Python implemementation of the FBCSP algorithm
most recent commit 6 months ago
Eeg Based Emotion Analysis Using Deap Dataset For Supervised Machine Learning ⭐ 25
This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machine learning algorithms such as Support vector machine and K - Nearest Neighbor.
most recent commit 5 years ago
Mvpalab ⭐ 22
An easy to use decoding toolbox for Matlab users.
most recent commit 7 months ago
Neuroml2020 ⭐ 20
Machine Learning in Neuroimaging data, Fall 2020.
most recent commit 2 years ago
The 4 Most Depended On Machine Learning Eeg 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
Pyriemann ⭐ 574
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
dependent packages 11total releases 11latest release July 17, 2022most recent commit 21 days agopypi pyriemann} Downloads
Bci.js ⭐ 104
:bar_chart: EEG signal processing and machine learning in JavaScript
dependent packages 2total releases 18latest release May 15, 2020most recent commit 4 years agonpm bcijs} Downloads
Moabb ⭐ 546
Mother of All BCI Benchmarks
dependent packages 2total releases 10latest release October 23, 2023most recent commit 4 months agopypi moabb} Downloads
The 6 Latest Releases In Machine Learning Eeg 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
Pyriemann ⭐ 574
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
dependent packages 11total releases 11latest release July 17, 2022most recent commit 21 days agopypi pyriemann} 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
Bci.js ⭐ 104
:bar_chart: EEG signal processing and machine learning in JavaScript
dependent packages 2total releases 18latest release May 15, 2020most recent commit 4 years agonpm bcijs} Downloads
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