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workshop-uncool-mlops's Introduction

workshop-uncool-mlops

Overview

Issue Labeler

Before we start

$ python -m venv .venv
$ source .venv/bin/activate
$ python -m pip install --upgrade pip
$ pip install wheel
$ pip install -r requirements.txt
$ export GITHUB_TOKEN={YOUR_GITHUB_TOKEN}

Current status

  1. Local Reproducibility

Workshop

  1. Shared Reproducibility

  2. Online Reproducibility

  3. Deployment

  4. Automation

workshop-uncool-mlops's People

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workshop-uncool-mlops's Issues

Update outdated `cml publish` syntax

As per iterative/cml#1000 (comment), cml publish no longer accepts piped data; please replace vl2png ... | cml publish by vl2png ... > plot.png and cml publish plot.png

workshop-uncool-mlops

  • main — docs/3-online-reproducibility.md

workshop-uncool-mlops-solution

  • main — .github/workflows/on_pr.yml
  • epochs-8 — .github/workflows/on_pr.yml
  • train-epochs-10 — .github/workflows/on_pr.yml
  • train-epochs-10 — README.md
  • train-epochs-20 — .github/workflows/on_pr.yml
  • train-epochs-20 — README.md
  • update-until — .github/workflows/on_pr.yml

Stale secret deletion

It looks like the following GitHub Actions secrets aren't being used in any of your workflows, at least on the default branch:

  • GDRIVE_CREDENTIALS_DATA

Please ping @iterative/security before 2023-09-22 if you'd like to preserve them.

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