%pip install --upgrade braindecode -q --progress-bar off

%pip uninstall -y braindecode

import warnings;
warnings.filterwarnings("ignore")

import inspect
import torch
import braindecode

import pandas as pd

from braindecode.models.util import models_dict
from braindecode.models import SCCNet, TCN, EEGNet, ShallowFBCSPNet, Deep4Net, EEGConformer
from braindecode.models.base import EEGModuleMixin

print("braindecode", braindecode.__version__)
N_CHANS, N_TIMES, N_OUTPUTS, SFREQ = 22, 1000, 4, 250.0

SCCNet(n_chans=N_CHANS, n_times=N_TIMES, n_outputs=N_OUTPUTS, sfreq=SFREQ)