How can I debug my C++ code for machine learning?

I'm having trouble debugging my C++ code for a machine learning project. Any tips?

Sure! Start by using a debugger like GDB to step through your code. What specific issues are you facing?

I'm getting segmentation faults, but I'm not sure where.

Segmentation faults often occur due to accessing invalid memory. Check your pointers and array bounds. Have you tried using tools like Valgrind?

No, I haven't used Valgrind. How does it help?

Valgrind can help you detect memory leaks and invalid memory accesses. It provides detailed reports that can pinpoint the source of the problem.

That sounds useful! I'll give it a try. Any other debugging strategies?

You can also add logging to your code to track variable values and program flow. This can help identify where things go wrong.