LBFGS and OWL-QN optimization algorithms
Project description
PyLBFGS
This is a Python wrapper around Naoaki Okazaki (chokkan)’s liblbfgs library of quasi-Newton optimization routines (limited memory BFGS and OWL-QN).
This package aims to provide a cleaner interface to the LBFGS algorithm than is currently available in SciPy, and to provide the OWL-QN algorithm to Python users.
Part of the Dedupe.io cloud service and open source toolset for de-duplicating and finding fuzzy matches in your data.
Installing
Type:
pip install pylbfgs
Hacking
Type:
pip install "pip>=10" pip install -r requirements.txt pip install -e .
To run the test suite:
pytest tests
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