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basecamper

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basecamper

Training utility library and config manager for Granular Machine Vision research

  • 0.10.55
  • PyPI
  • Socket score

Maintainers
1

=================== Granular Basecamper

Utility package for satellite machine learning training

  • Free software: MIT license
  • Documentation: docs.granular.ai/basecamper.

Features

  • Polyaxon auto-param capture
  • Configuration enforcement and management for translation into Dione environment
  • Precomposed loss functions and metrics

TODO

  • Shift build logic from cloudbuild to github actions

Build Details

  • packages are managed using poetry
  • packages poetry maintains pyproject.toml
  • PRs and commits to develop branch trigger a google cloudbuild (image: cloudbuild.yaml, docs: cloudbuild_docs.yaml)
  • Dockerfile builds image by exporting poetry dependencies as tmp_requirements.txt and installing them

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