pyiron / pyiron/structuretoolkit

Structure Descriptors for Machine Learning

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#75 2 comments 0 reactions 0 assignees View on GitHub

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Dominant language
Python
Stars
8
Forks
1
Avg merge
1d 28m
Merged PRs (30d)
10

Description

I started to add interfaces for the SNAP https://github.com/pyiron/structuretoolkit/pull/71 and SOAP https://github.com/pyiron/structuretoolkit/pull/74 descriptors. But as we already have a series of machine learning projects for grain boundaries and other defect structures @ligerzero-ai and @pmrv can you add your descriptors to the sructuretoolkit as well?

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

Begin with the SNAP and SOAP descriptor interfaces referenced in pull requests #71 and #74. Review those interfaces and the machine-learning projects mentioned in the issue to determine which descriptors belong in structuretoolkit and how completion will be verified.

Written by the indexing model from the issue text.

Assessment

Tech stack
machine-learning, python
Domain
machine-learning
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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