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import matplotlib.pyplot as plt
from bmtk.analyzer.compartment import plot_traces
from bmtk.analyzer.spike_trains import plot_raster, plot_rates_boxplot
# Setting show to False so we can display all the plots at the same time
plot_raster(config_file='config.json', group_by='model_name', show=False)
plot_rates_boxplot(config_file='config.json', group_by='model_name', show=False)
plot_traces(config_file='config.json', report_name='membrane_potential', group_by='model_name',
group_excludes=['LIF_exc', 'LIF_inh'], times=(0.0, 200.0), show=False)
plot_traces(config_file='config.json', report_name='calcium_concentration', group_by='model_name',
group_excludes=['LIF_exc', 'LIF_inh'], times=(0.0, 200.0), show=False)
plt.show()
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