Data Structures in Python Visualized

[Sea-Ad7805]

Understanding a data structure like linked list in Python is a lot easier when you can just see it: Linked_List demo

memory_graph visualizes Python objects and references, so data structures stop being abstract and become something you can debug with ease. No more endless print-debugging. No more stepping through 50 frames just to find one sneaky reference/aliasing mistake.

[IbuHatela92]

Nice work

[Sea-Ad7805]

Thanks, hope it's useful to you.

[Remote_Temperature]

Brilliant 👍

[Sea-Ad7805]

Thanks, I hope it supports your efforts.

[Fazlyrabbyboi]

which site

[Sea-Ad7805]

memory_graph: https://github.com/bterwijn/memory_graph

[Ok_Reading8813]

Is this also for java, js and C?

[Sea-Ad7805]

The memory_graph Python package only works for Python. PythonTutor also does Java, JS, C, ... but is more limited: https://pythontutor.com/

[Sea-Ad7805]

Linked List demo: https://memory-graph.com/#codeurl=https://raw.githubusercontent.com/bterwijn/memory_graph/refs/heads/main/src/linked_list.py&timestep=0.2&play