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  1. Python Tutor is also a widely-used web-based visualizer for C and C++ meant to help students in introductory and intermediate-level courses. It uses Valgrind to perform memory-safe run-time traversal of data structures, which lets it display data more accurately than gdb or printf debugging.

  2. Python Tutor helps you learn and debug Python code with a step-by-step visualizer and AI tutor. You can code online in Python, Java, C, C++, and JavaScript and see the execution frames and objects.

  3. Online Python compiler, visual debugger, and AI tutor - the only tool that lets you visually debug your code step-by-step (also debug JavaScript, Java, C, and C++ code)

  4. 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.

  5. Visualize Execution. Live Programming Mode. Advanced instructions: setting breakpoints | hiding variables | live programming. Create test cases. Show example code and courses. Generate permanent link. Click above to create a permanent link to your visualization ( video demo ).

  6. This live programming mode of Python Tutor ( code on GitHub) supports three languages: Python 2.7 and 3.6 with limited module imports, and JavaScript running in Node.js v6.0.0 with limited support for ES6. Try the regular Python Tutor visualizer for additional language support.

  7. Python Tutor helps you understand how Python code runs step by step. You can write, visualize, and get live help from volunteers in your web browser.

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