Pinned Repositories
BEETL_NeurIPS_2021
Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021
DEAP_MNE_preprocessing
Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
Ensemble-MI
PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"
FewShotKinetics_csv_lists
gzoumpourlis.github.io
handtracking_hexbug
Control a HexBug robot through hand-tracking (Leap Motion + Arduino + HexBug)
olympic_sports_tools
Two scripts that help parsing the Olympic Sports dataset (class attribute parsing and seq2avi converting)
video_feature_extractor
gzoumpourlis's Repositories
gzoumpourlis/DEAP_MNE_preprocessing
Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction
gzoumpourlis/BEETL_NeurIPS_2021
Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021
gzoumpourlis/Ensemble-MI
PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"
gzoumpourlis/handtracking_hexbug
Control a HexBug robot through hand-tracking (Leap Motion + Arduino + HexBug)
gzoumpourlis/gzoumpourlis.github.io
gzoumpourlis/3DDFA
The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
gzoumpourlis/allRank
allRank is a framework for training learning-to-rank neural models based on PyTorch.
gzoumpourlis/autoCV
automatic generation of CV
gzoumpourlis/braindecode
Deep learning software to decode EEG or MEG signals
gzoumpourlis/EEG-DL
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
gzoumpourlis/eeg-notebooks
A collection of classic EEG experiments implemented with Python and Jupyter notebooks
gzoumpourlis/EEG_Dataset
Differential entropy features of EEG dataset
gzoumpourlis/eeg_positions
Compute standard EEG electrode positions.
gzoumpourlis/EEGEdu
Interactive Brain Playground - Browser based tutorials on EEG with webbluetooth and muse
gzoumpourlis/emotic
Code repo for the EMOTIC dataset
gzoumpourlis/imgaug
Image augmentation for machine learning experiments.
gzoumpourlis/mapextrackt
Pytorch Feature Map Extractor
gzoumpourlis/mimicry
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
gzoumpourlis/MUPS
Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification
gzoumpourlis/muse-lsl
Python script to stream EEG data from the muse 2016 headset
gzoumpourlis/neurotech-course
CS198-96: Intro to Neurotechnology @ UC Berkeley
gzoumpourlis/psychopy
For running psychology and neuroscience experiments
gzoumpourlis/pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
gzoumpourlis/research_toolbox
Utilities to help manage a machine learning experimental workflow
gzoumpourlis/Rigbox
A MATLAB toolbox for running behavioral neuroscience experiments and managing data
gzoumpourlis/skorch
A scikit-learn compatible neural network library that wraps pytorch
gzoumpourlis/SSVEP-Neural-Generative-Models
Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification
gzoumpourlis/tueg-tools
Tools for working with the Temple University Hospital EEG Corpus
gzoumpourlis/yasa
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
gzoumpourlis/yt-migrate
Import all your YouTube subscriptions from one account to another