okbalefthanded
PhD candidate, Machine Learning & Brain-Computer Interface
USTO-MB, @UdevCommunityDev Algeria
Pinned Repositories
aawedha
Deep Learning toolbox for EEG based Brain-Computer Interface signals decoding and benchmarking
awesome-bci
Curated Collection of BCI resources
awesome-bci-reviews
Curated list of Brain-Computer Interface peer-reviewd reviews and surveys
BCI-Baseline
Brain-Computer Interface EEG based data feature extraction and classification algorithms
bci_toolbox
Classification toolbox for ERP and SSVEP based BCI data
EasyMKL
A MATLAB implementation of the multiple kernel learning algorithm EasyMKL
guesemha
A multiprocess MATLAB toolbox for parallel hyperparamater tuning for Machine Learning applications
pyLpov
EEG signal Offline/Online processing toolbox
StimUSTO
Stimulus presentation platefrom developed at the LARESI Lab
svmplus_matlab
An implementation of SVM+
okbalefthanded's Repositories
okbalefthanded/awesome-bci-reviews
Curated list of Brain-Computer Interface peer-reviewd reviews and surveys
okbalefthanded/guesemha
A multiprocess MATLAB toolbox for parallel hyperparamater tuning for Machine Learning applications
okbalefthanded/EasyMKL
A MATLAB implementation of the multiple kernel learning algorithm EasyMKL
okbalefthanded/BCI-Baseline
Brain-Computer Interface EEG based data feature extraction and classification algorithms
okbalefthanded/StimUSTO
Stimulus presentation platefrom developed at the LARESI Lab
okbalefthanded/aawedha
Deep Learning toolbox for EEG based Brain-Computer Interface signals decoding and benchmarking
okbalefthanded/BCI-selected-papers
Curated list of seminal and breakthrough papers in the field of Brain-Computer Interfaces
okbalefthanded/pyLpov
EEG signal Offline/Online processing toolbox
okbalefthanded/conj-svm-plus-mex
A mex interface for SMO style SVM+ solvers
okbalefthanded/adaPool
exponential adaptive pooling for PyTorch
okbalefthanded/antialiased-cnns
pip install antialiased-cnns to improve stability and accuracy
okbalefthanded/arl-eegmodels
This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow
okbalefthanded/Brain-computer-interfaces
Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset
okbalefthanded/ConvNorm
Official Implementation of Convolutional Normalization: Improving Robustness and Training for Deep Neural Networks
okbalefthanded/deconvolution
okbalefthanded/Dual-mVEPs-Speller
Dual-directional visual motion based BCI speller
okbalefthanded/EEG-Conformer
EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.
okbalefthanded/External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
okbalefthanded/fenchel-young-losses
Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses
okbalefthanded/GSAM
PyTorch repository for ICLR 2022 paper (GSAM) which improves generalization (e.g. +3.8% top-1 accuracy on ImageNet with ViT-B/32)
okbalefthanded/Holocron
PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne)
okbalefthanded/keras-io
Keras documentation, hosted live at keras.io
okbalefthanded/lawa
Latest Weight Averaging
okbalefthanded/metrics
Machine learning metrics for distributed, scalable PyTorch applications.
okbalefthanded/pioneer_bci
ROS interface with bci system through sockets
okbalefthanded/Ranger21
Ranger deep learning optimizer rewrite to use newest components
okbalefthanded/sam
SAM: Sharpness-Aware Minimization (PyTorch)
okbalefthanded/torchlayers
Shape and dimension inference (Keras-like) for PyTorch layers and neural networks
okbalefthanded/TWA
Trainable Weight Averaging for Fast Convergence and Better Generalization
okbalefthanded/WASAM
Weight-Averaged Sharpness-Aware Minimization