https://github.com/yisaienkov/dvc_demo

https://github.com/yisaienkov/dvc_demo

Last synced: 2 months ago
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• Host: GitHub
• URL: https://github.com/yisaienkov/dvc_demo
• Owner: yisaienkov
• Created: 2021-11-04T14:34:30.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2021-11-05T17:26:07.000Z (over 3 years ago)
• Last Synced: 2023-03-11T17:24:18.971Z (about 2 years ago)
• Language: Python
• Size: 22.5 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
# dvc_demo

```bash

$ git init

$ dvc init

$ dvc remote add -d storage gdrive://1i8GJfL6E3n7KFPZESjTD974rHRo9d8uG

$ dvc add resources/data.txt

$ dvc run -n split \

    -p split \

    -d resources/data.txt \

    -d requirements.txt \

    -d src/split.py \

    -o resources/train.txt \

    -o resources/test.txt \

    python src/split.py

$ dvc run -n split -p split -d resources/data.txt -d requirements.txt -d src/split.py -o resources/train.txt -o resources/test.txt python src/split.py

$ dvc run -n train \

    -p train \

    -d resources/train.txt \

    -d requirements.txt \

    -d src/train.py \

    -o resources/model.txt \

    python src/train.py

$ dvc run -n train -p train -d resources/train.txt -d requirements.txt -d src/train.py -o resources/model.txt python src/train.py

$ dvc run -n eval \

    -p eval \

    -d resources/test.txt \

    -d resources/model.txt \

    -d requirements.txt \

    -d src/eval.py \

    -M metrics.yaml \

    python src/eval.py

$ dvc run -n eval -p eval -d resources/test.txt -d resources/model.txt -d requirements.txt -d src/eval.py -M metrics.yaml python src/eval.py

$ git add .

$ git commit -m ""

$ dvc push

$ git push

```