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Author:
Trui Osselaer, Stylianos G. Mouslech, Angeliki-Ilektra Karaiskou, Guido Gagliardi, Thomas Strypsteen, Mohammad Hossein Badiei, Anku Rani, Maarten Vanmarcke, Miguel Bhagubai, Chanakya Ekbote, Jaedong Hwang, Christos Chatzichristos, Paul Pu Liang, Maarten De Vos
Summary:
NeuroAtlas: a benchmark for EEG foundation models across epilepsy, sleep, brain age and BCI
Latest version:
0.1.1
Required dependencies:
braindecode
|
easydict
|
edfio
|
einops
|
h5py
|
huggingface-hub
|
loguru
|
mne
|
numpy
|
openpyxl
|
pandas
|
physioex
|
pyedflib
|
pyyaml
|
safetensors
|
scikit-learn
|
scipy
|
timm
|
torch
|
tqdm
|
transformers
|
xlrd
Optional dependencies:
accelerate
|
chronos-forecasting
|
coverage
|
edflib-python
|
markdown-callouts
|
matplotlib
|
memory-profiler
|
mkdocs
|
mkdocs-material
|
mne-bids
|
pooch
|
pyriemann
|
pyyaml
|
safetensors
|
seaborn
|
torch
|
transformers
|
xlrd
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