leap-stc / leap-stc/ClimSim

Replace environment files with more lightweight versions

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Dominant language
Jupyter Notebook
Stars
164
Forks
54
PR merge metrics
No merged PRs in 30d

Description

Environment files are a bit bloated, replacing them with lightweight versions that do the same thing will help a lot (especially once data_utils.py has been refactored to completely remove the TensorFlow dependency.

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

Locate the repository's environment files and read data_utils.py to understand which dependencies they currently provide. Compare the files for duplicated or unnecessary dependencies, then verify that lighter environments preserve the same setup and support the planned removal of TensorFlow from data_utils.py.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, tensorflow
Domain
build-system, machine-learning
Issue type
Refactor
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

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