giuseppec/iml

Write a vignette for using iml with keras models

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#72 opened on Feb 17, 2019

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good first issuehelp wanted

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Description

Train a keras model on some tabular data (like Boston housing) and show how the iml package can be used to explain the model

Contributor guide

Research direction
Examine existing vignettes in the iml package for structure and style. Review keras model training on tabular data (e.g., Boston housing) and integrate with iml's explainer functions (e.g., 'explain()', 'feature importance()', 'pdp()'). Write the vignette using R Markdown and test that all code chunks run without errors.
Tech stack
None
Domain
documentationmachine learning
Issue type
Documentation
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
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
Rimlkeras
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
65