How can I profile memory of multithread program in Python?

Is there a way to profile memory of a multithread program in Python?

For CPU profiling, I am using the cProfile to create seperate profiler stats for each thread and later combine them. However, I couldn't find a way to do this with memory profilers. I am using heapy.

Is there a way to combine stats in heapy like the cProfile? Or what other memory profilers would you suggest that is more suitable for this task.

A related question was asked for profiling CPU usage over multi-thread program: How can I profile a multithread program in Python?

Also another question regarding the memory profiler: Python memory profiler