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  1. Python Tutor is a web-based tool that helps students and instructors understand and debug code in Python, JavaScript, C, C++, and Java. It shows the stack, heap, and output of the code at each execution step, and supports some object-oriented concepts and data structures.

  2. Python Tutor helps you learn and debug Python code with a step-by-step visualizer and AI tutor. You can also use it for Java, C, C++, and JavaScript code.

  3. python-fiddle.com › tools › visualizerPython Visualizer

    Interactive Python Tutor: Learn Python concepts like recursion, loops, and memoization with instant feedback. Frame and Call Stack Visualization: Watch how frames are created and destroyed, and understand how your program’s flow works. Real-Time Output Monitoring: Track stdout and stderr as your code executes.

  4. Compile and run Python code with step-by-step visualization of objects and frames. Get AI help from ChatGPT to debug your code and learn Python.

  5. Write and execute Python 3 code and see the step-by-step execution of your program. You can also generate a URL to share your visualization with others or report a bug.

  6. VISUALIZE CODE AND GET LIVE HELP. Learn Python, Java, C, C++, JavaScript, and Ruby. Python Tutor (created by Philip Guo) helps people overcome a fundamental barrier to learning programming: understanding what happens as the computer runs each line of code.

  7. Python Code Visualizer. Enhance your Python programming experience with our new Code Visualizer. This tool provides real-time tracking of code execution, variable states, and data flow, making it easy to debug / analyze your code.

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