Intelligent Python Checkpointing
Project description
kishu
Intelligent checkpointing framework for Python-based machine learning and scientific computing. Under development as part of a research project at the University of Illinois at Urbana-Champaign.
kishu contains core Kishu components: a Jupyter instrument and a library of Kishu commands. Main user interface is Kishu's command line interface (CLI): kishu.
Installation
Install from PyPI.
pip install kishu
Development
Installing Kishu in the editable mode.
make install
Formatting source code.
make fmt
Linting source code (e.g., definitions, type checking).
make lint
Running all unit tests. It generates a coverage report at ./htmlcov/index.html.
make test
Running PyTest with benchmarks.
pytest --run-benchmark
Versioning
See (Semantic Versioning)[https://semver.org] for a guideline on incrementing the version number in pyproject.toml and kishu/__init__.py.
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