SciML/NeuralPDE.jl

Interactive plot script analysis of results

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#331 opened on Jun 24, 2021

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good first issue

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Description

Interactive visualization of results would be a convenient tool for analysis

Makie.jl looks suitable for this https://github.com/JuliaPlots/Makie.jl examples: http://juliaplots.org/MakieReferenceImages/gallery/index.html

example two simple cases: iteration number slider ->(prediction and error in each iteration) and the same for each loss function with switcher

for time depend pde, time domain slider -> prediction at time step

Contributor guide

Research direction
Explore Makie.jl's interactive plotting capabilities (e.g., sliders, switchers) and implement a script that visualizes prediction and error over iterations, and time dependent PDE predictions. Use the existing NeuralPDE.jl test infrastructure for integration.
Tech stack
None
Domain
machine learningai
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.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
Julia programming languageMakie.jl
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60