JuliaAI / JuliaAI/MLJTuning.jl

Support Optimization.jl Interface?

Open
#192 1 comment 0 reactions 0 assignees View on GitHub

Nobody has claimed this yet.

Dominant language
Julia
Stars
70
Forks
12
PR merge metrics
No merged PRs in 30d

Description

Now that we have Optimization.jl, would it be possible to support a broad class of optimizers for MLJTuning by just supporting the Optimization.jl interface?

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

The issue names no files, tests, or entry points. Start by reading MLJTuning.jl's existing optimizer integration and the Optimization.jl interface documentation, then determine the supported optimizer scope and acceptance criteria with maintainers. Done would require an agreed interface and tests covering the intended optimizer support.

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
25/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.