Easylearn_dev
Easylearn is designed for machine learning mainly in resting-state fMRI, radiomics and other fields (such as EEG). Easylearn is built on top of scikit-learn, pytorch and other packages. Easylearn can assist doctors and researchers who have limited coding experience to easily realize machine learning, e.g., (MR/CT/PET/EEG)imaging-marker- or other biomarker-based disease diagnosis and prediction, treatment response prediction, disease subtyping, dimensional decoding for transdiagnostic psychiatric diseases or other diseases, disease mechanism exploration and etc.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Mne Python | 2,449 |  | 99 | 187 | 3 months ago | 76 | November 20, 2023 | 519 | bsd-3-clause | Python |
| MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python | ||||||||||
| Pyriemann | 574 |  | 7 | 11 | 20 days ago | 11 | July 17, 2022 | 9 | bsd-3-clause | Python |
| Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python | ||||||||||
| Moabb | 546 |  | 2 | 4 months ago | 10 | October 23, 2023 | 72 | bsd-3-clause | Python | |
| Mother of All BCI Benchmarks | ||||||||||
| Ts Tcc | 226 | 8 months ago | 1 | Python | ||||||
| [IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting" | ||||||||||
| Recursos Neuro | 215 | 3 months ago | mit | |||||||
| Repositorio con recursos de Neurociencia Cognitiva y computacional con amplitud temática. | ||||||||||
| Antropy | 203 | 9 months ago | 1 | June 08, 2022 | 4 | bsd-3-clause | Python | |||
| AntroPy: entropy and complexity of (EEG) time-series in Python | ||||||||||
| Deepeeg | 180 | 2 years ago | 25 | mit | Jupyter Notebook | |||||
| Deep Learning with Tensor Flow for EEG MNE Epoch Objects | ||||||||||
| Mne Cpp | 143 | 3 months ago | 83 | bsd-3-clause | C++ | |||||
| MNE-CPP: A Framework for Electrophysiology | ||||||||||
| Ai Nlp Paper Readings | 107 | 3 years ago | gpl-3.0 | |||||||
| This is my reading list for my PhD in AI, NLP, Deep Learning and more. | ||||||||||
| Bci.js | 104 |  | 2 | 4 years ago | 18 | May 15, 2020 | 1 | mit | JavaScript | |
| :bar_chart: EEG signal processing and machine learning in JavaScript | ||||||||||
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