toncho11 / ML_examplesLinks
A list of examples for Machine Learning: Transformers, Large Language Models, Keras for Deep Learning, Transfer Learning with PyTorch for Image Classification, EEG Classification, Decision Trees, Statistical Hypothesis Testing, ABTesting any many more.
☆18Updated 10 months ago
Alternatives and similar repositories for ML_examples
Users that are interested in ML_examples are comparing it to the libraries listed below
Sorting:
- Matlab code for SBLEST algorithm☆44Updated last year
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆15Updated last year
- High-East / Attention-based-spatio-temporal-spectral-feature-learning-for-subject-specific-EEG-classificationOfficial code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆37Updated 4 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Updated 3 years ago
- ☆71Updated 2 years ago
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆70Updated 2 years ago
- ☆10Updated 4 years ago
- An all-in-one EEG feature extraction toobox, including statistical features, Hjorth parameters, entropy, nonlinear features, power spectr…☆50Updated 2 years ago
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆13Updated 4 years ago
- PyTorch implementation of EEGDfus☆21Updated 4 months ago
- Analysis of Transformer attention in EEG signal classification☆48Updated last year
- Towards Domain Free Transformer for Generalized EEG Pre-training☆29Updated 9 months ago
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆62Updated 2 years ago
- M/EEG brain age benchmark paper☆29Updated 2 years ago
- Deep Learning with EEG.☆24Updated 3 months ago
- ☆27Updated last year
- ☆12Updated 2 years ago
- GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)☆66Updated 2 years ago
- An open source tool for large-scale EEG datasets processing☆53Updated 4 months ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆81Updated 3 months ago
- Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]☆23Updated 3 years ago
- Temporal information enhanced EEGNet☆13Updated 2 years ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆71Updated 11 months ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Updated 6 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆82Updated 3 weeks ago
- code for NeurIPS_competition☆28Updated 4 years ago
- Offical repository of the paper "EEG-DG:A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification" .☆29Updated 9 months ago
- Deep learning model for EEG artifact removal☆81Updated 3 years ago
- ☆13Updated last year
- Repository of EEG-Simpleconv original paper☆49Updated 5 months ago