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| #-- Find index of max sharpe portfolio | |
| max_sharpe_index = np.argmax(mean_variance_pairs[:,0]/mean_variance_pairs[:,1]**0.5) | |
| #-- Add max sharpe portfolio as a seperate point to the plot | |
| fig.add_trace(go.Scatter(x=mean_variance_pairs[max_sharpe_index,1]**0.5, y=mean_variance_pairs[max_sharpe_index,0], | |
| marker=dict(color='red', size=14), | |
| mode='markers')) |
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