JuliaAI / JuliaAI/DataScienceTutorials.jl

End-to-end examples -- UCI datasets

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Dominant language
ReScript
Stars
126
Forks
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PR merge metrics
No merged PRs in 30d

Description

Can reproduce / take inspiration from this repo which does a similar thing with Scikitlearn

  • wine dataset
  • horse colic (has missings) here
  • abalone
  • adult
  • airfoil
  • badge
  • blog
  • boston
  • breast
  • car
  • contraceptive
  • dermatology
  • flag
  • forest
  • glass

...

Contributor guide

No contributing guide indexed for this repository

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Review the completed wine and horse colic examples, then compare their approach with the linked UCI-Data-Analysis repository. Work through the unchecked UCI datasets, including abalone, adult, airfoil, and the remaining listed entries, and ensure each end-to-end example runs and documents its results.

Written by the indexing model from the issue text.

Assessment

Tech stack
julia
Domain
data, documentation, machine-learning
Issue type
Documentation
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
25/100

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