GitHub - amakelov/mandala: A simple & elegant experiment tracking framework that integrates persistence logic & best practices directly into Python
Automatically save, query & version Python computations
mandala eliminates the effort and code overhead of ML experiment tracking (and
beyond) with two generic tools:
The @op decorator:
captures inputs, outputs and code (+dependencies) of Python
function calls
automatically reuses past results & never computes the same call twice
designed to be composed into end-to-end persisted programs, enabling
efficient iterative development in plain-Python, without thinking about the
storage backend.
The Co...
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