lutzroeder/netron

Jupyter widget support

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#1,346 opened on Sep 10, 2024

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featurehelp wanted

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Description

Explore Jupyter Notebook support using a custom widget without a localhost server.

Documentation: https://ipywidgets.readthedocs.io/en/latest/examples/Widget%20Low%20Level.html

Contributor guide

Research direction
Explore how to create a custom Jupyter widget using ipywidgets library to display neural network models from Netron without a localhost server. Read the ipywidgets documentation and understand the low level widget API. Then investigate Netron's model parsing and rendering code to see what can be reused in a Jupyter environment. Expected outcomes: a proof of concept widget that can load and display a neural network graph.
Tech stack
pythonjavascript
Domain
machine learningfrontend
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonJavaScript
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60