openml / openml/server-api

Active Learning Tasks

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Dominant language
Python
Stars
16
Forks
50
PR merge metrics
No merged PRs in 30d

Description

Assignees: Tuan, Georg

A task creation engine and run evaluation engine for the task types in active learning.
This is dependent on the first Python re-implementation of the task creation engine and run evaluation engine for supervised classification tasks.

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 reviewing the first Python re-implementation of the task creation and run evaluation engines for supervised classification tasks. Define the active learning task types and evaluation scope from that work; done requires both engines to support the active learning tasks.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
backend-api-design, 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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