plot_history_comparison.py
source link: https://gist.github.com/zjwarnes/6e2a5e419bab4cb04da595537ee5b481
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plot_history_comparison.py · GitHub
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import plotly.graph_objects as go from plotly.subplots import make_subplots
def plot_histories(histories, epochs, sub_titles, title): fig = go.Figure() for idx, hist in enumerate(histories): fig.add_trace( go.Scatter( x = list(range(epochs)),y = hist.history['val_loss'], name = sub_titles[idx] + ' Validation' )) fig.update_layout( title='Validation Loss with ' + title + ' Activation', title_x=0.5, yaxis_title='Loss', xaxis_title='Epochs', height=800, yaxis = dict(range = [0.0,0.2]), yaxis2 = dict(range = [0.0,0.2]), yaxis3 = dict(range = [0.0,0.2]), yaxis4 = dict(range = [0.0,0.2]) ) return fig
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