Hide sample points in corner plot using corner.corner

In the context of Markov Chain Monte Carlo, I want to plot the 2D posterior distribution for a parameter estimation problem using corner.corner. The figure that I have now looks like this:

In the contour plot, the contours are defined by probability quantiles, such that what is outside the contours has low probability.

I would like to know if it is possible to remove the samples in the background (i.e. the grey dots) outside of the probability contours.

To remove the datapoints outside from contour, you have to plot_datapoints=False in corner.corner command.

I hope it will simply solve your issue.