EpistasisLab/pmlb

Add tidymodels datasets

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#104 opened on Aug 21, 2020

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 (2 comments) (0 reactions) (0 assignees)Python (734 stars) (129 forks)batch import
help wanted

Description

We already have some of these small datasets, but others might be great to add to our collection: https://github.com/tidymodels/modeldata

Contributor guide

Tech stack
pythonr
Domain
datamachine learning
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.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
mostly clear
Prerequisites
Python programmingFamiliarity with dataset formats
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40
Research direction
Review the existing datasets in the pmlb repository to understand the required format. Then, explore the tidymodels modeldata package (https://github.com/tidymodels/modeldata) to identify datasets not yet included. For each new dataset, convert it to the pmlb format (likely CSV with metadata) and add it to the appropriate directory. Follow the contribution guidelines in the repo.