Removing Lines from Contourf in Matplotlib

I am using the following code to contour plot some data using contourf in matplotlib. I have set the transparency of the colourbar to 0.6, but there are annoying lines between each colour interval that I cant get rid of. There doesnt seem to be a way to set linestyle in contourf, any ideas?

#instantiating and titiling the figure
fig, ax1 = plt.subplots(figsize=(7,5))
fig.suptitle('Testing Simple Neural Networks', y=0.96, fontsize=16, fontweight='bold');

#defining colour tables
cm = plt.cm.coolwarm

#plotting the contour plot
levels = np.linspace(0, 1, 25)
cont1 = ax1.contourf(p1_mesh, p2_mesh, y_mesh, levels=levels, cmap=cm, alpha=0.6, linewidths=10)

#plotting the entire dataset - training and test data. 
scat1 = ax1.scatter(X['p1'], 
                    X['p2'], 
                    c=y,
                    cmap=cm,
                    edgecolors='k');

#setting axis and legend
ax1.set(ylabel='p2',
        xlabel='p1',
        xlim=(0,255),
        ylim=(0,255));
ax1.legend(*scat1.legend_elements(), title='Target');
ax1.set_axisbelow(True)
ax1.grid(color='xkcd:light grey')
cbar = fig.colorbar(cont1)

Answer

You can add the option antialiased=True to ax1.contourf, it should fix it.

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Answer