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Metric logger for ML projects.

Project description

DVCLive

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PyPI

DVCLive is a Python library for logging machine learning metrics and other metadata in simple file formats, which is fully compatible with DVC.

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Installation

pip (PyPI)

PyPI

pip install dvclive

Depending on the ML framework you plan to use to train your model, you might need to specify one of the optional dependencies: mmcv, tf, xgb. Or all to include them all. The command should look like this: pip install dvclive[tf] (in this case TensorFlow and it’s dependencies will be installed automatically).

To install the development version, run:

pip install git+git://github.com/iterative/dvclive

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