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Data Version Control (DVC) - Coggle Diagram
Data Version Control (DVC)
pip install dvc
You can install DVC using pip, which is the Python package manager.
dvc init
initialize DVC
git init
dvc remote add -d myremote s3://bucket/path
If you want to use remote storage (e.g., AWS S3, Google Cloud Storage) for your datasets, you need to configure it with DVC. For example, to use AWS S3:
dvc add <path_to_dataset>
add the dataset to DVC
git add .
After adding the dataset, commit the changes to DVC and Git:
git commit -m "Add dataset with DVC"
git tag -a "v1.0" -m "model v1.0, 2 classes "
git tag -a "v2.0" -m "model v2.0, 3 classes "
2 more items...
tag for a data
if dvc not first time init use this commend