JuliaAI / JuliaAI/FeatureSelection.jl

Syntax for feature engineering

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Dominant language
Julia
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Description

I stumbled upon https://github.com/matthieugomez/PairsMacros.jl today and it seems to be close to what we discussed with @vollmersj with respect to defining new columns with a formula-like syntax.

@matthieugomez sorry to ping you here but would you be interested in something like PairsMacros for general-purpose feature engineering to work with MLJ?

Contributor guide

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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

Start by reading the linked PairsMacros.jl project and the MLJ context mentioned in the issue. The issue does not identify files, tests, or a concrete implementation boundary; progress would require defining and agreeing on the proposed formula-like feature-engineering syntax and its scope.

Written by the indexing model from the issue text.

Assessment

Tech stack
julia
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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