Visualize Your Python Execution in Real Time

How to run, debug, and visualize your Python scripts runtime with PyHeat and HeartRate

Juan Nathaniel
Level Up Coding
Published in
4 min readSep 28, 2021

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A picture is worth a thousand word. This is true especially in programming where a program can get increasingly complex and difficult. Imagine one day you have to takeover a program from someone else, without prior knowledge and with possibly no future support. Understanding the program might take a while, let alone debugging it. Introducing PyHeat and HeartRate , two Python libraries that can help with these…

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Engineering @ Columbia University | Documenting and sharing my learning journey through AI, programming, and research