ioos / ioos/ioos_code_lab

AI/ML example notebook

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Notebook idea
Dominant language
Jupyter Notebook
Stars
16
Forks
15
Avg merge
1h 39m
Merged PRs (30d)
6

Description

  • What is language(s) for used in the example?
    • probably Python
  • Is it focused on a particular module/software or an IOOS data service?
    • not sure at the moment
  • Can you provide a minimum example of the expected code and results in a notebook?
    • probably, once we figure out what to present

Please provide a detailed description of the suggested example below:
We don't have any AI/ML examples as of now. I think it would be nice to have a small example to show that we are doing some work there. I reached out to Hassan (IOOS POC on AI/ML) to see if he has any ideas for an example. I will update this ticket once we have a better idea.

Maybe we can bring something from the GSoC project over? https://github.com/ioos/seafloor-sampling-ml

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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

First clarify the example's focus with Hassan and review the linked seafloor-sampling-ml GSoC project for a suitable starting point. Define the Python notebook's minimum example and expected results before implementation; done means a documented AI/ML example notebook is available.

Written by the indexing model from the issue text.

Assessment

Tech stack
jupyter-notebook, python
Domain
documentation, 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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