Request for Feedback: Memory Graph – A Python Visualization Tool for Education

An exercise to help build the right mental model for Python data. The “Solution” link uses memory_graph to visualize execution and reveals what’s actually happening:

See the Solution and Explanation.

Teaching and learning Python bitwise operators gets much easier after showing the binary representations of integers using memory_graph: bitwise operators in Memory Graph Web Debugger

Understanding of the inverse ~ operator is helped by showing the two’s complement representation.

Here’s Selection Sort running with memory_graph. You can see the updating of min_value and the swaps of list elements in each step. Run a one-click live demo in Memory Graph Web Debugger. Visual feedback like this helps beginners grasp what the code does and debug with confidence.

selection_sort

Understanding and debugging Python data structures gets easier with memory_graph visualization. Here’s a Multiway Tree example. A Multiway Tree is similar to a Binary Tree but has an arbitrary number of children making the tree less deep and more efficient.

An exercise to help build the right mental model for Python data. The “Solution” link uses memory_graph to visualize execution and reveals what’s actually happening:


See the Solution and Explanation.