[Python] How to remove noise from data without affecting actual data points using Python?

I want to selectively remove outliers without distorting actual data. In the following image the red line shows small bumps. How do I remove these? I have tried using a smoothening filter, but it affects actual data points too. Would appreciate any help.

Thank you!

Continue reading...