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 5 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:
- An all-in-one EEG feature extraction toobox, including statistical features, Hjorth parameters, entropy, nonlinear features, power spectr…☆43Updated last year
- Matlab code for SBLEST algorithm☆44Updated last year
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆64Updated 2 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆46Updated 2 years ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆27Updated 4 months ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆70Updated last year
- An open source tool for large-scale EEG datasets processing☆49Updated 3 months ago
- ☆66Updated 2 years ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆13Updated last year
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆55Updated last year
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆72Updated 4 months ago
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆25Updated 2 years ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆63Updated 7 months ago
- code for NeurIPS_competition☆28Updated 3 years ago
- Analysis of Transformer attention in EEG signal classification☆45Updated last year
- Temporal information enhanced EEGNet☆13Updated 2 years ago
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆12Updated 3 years ago
- ☆12Updated 2 years ago
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆44Updated 2 months ago
- 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 3 years ago
- Offical repository of the paper "EEG-DG：A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification" .☆24Updated 4 months ago
- M/EEG brain age benchmark paper☆29Updated 2 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆58Updated 2 years ago
- A repo documenting EEG-Dash data and its usage☆41Updated this week
- ☆28Updated 2 months ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆28Updated last year
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆12Updated 6 years ago
- ☆13Updated last year
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆17Updated last year
- Different methods(STFT, CWT) transform EEG signal into image visualization☆16Updated 4 years ago