microsoft / microsoft/qlib

Health checker for Qlib Data

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#854 7 comments 4 reactions 0 assignees View on GitHub

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enhancement help wanted
Dominant language
Python
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Description

🌟 Feature Description

A lot of users encountered data errors when integrating their own data.
If Qlib can provide a health checker to help users automatically check the heath of Qlib data.

For example,

Motivation

  1. Application scenario
  2. Related works (Papers, Github repos etc.):
  3. Any other relevant and important information:

Alternatives

Additional Notes

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

Start by reviewing issue #785 and the existing Qlib data integration behavior. Define which data errors the health checker should detect and how users should run it. Done means the proposed checks reliably identify common Qlib data problems and report actionable results.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
data
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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