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PyLBFGS

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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

Authors

PyLBFGS was written by Lars Buitinck.

Alexis Mignon submitted a patch for error handling.

Release files for PyLBFGS 0.2.0.16

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for PyLBFGS 0.2.0.16
File Size Uploaded
PyLBFGS-0.2.0.16.tar.gz 134.1 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for PyLBFGS 0.2.0.16
File
PyLBFGS-0.2.0.16-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl PyPy 3.10 PyPy 3.10 7.3 Linux glibc 2.17+ x86-64 Details
PyLBFGS-0.2.0.16-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl PyPy 3.10 PyPy 3.10 7.3 Linux glibc 2.17+ ARM64 Details
PyLBFGS-0.2.0.16-pp310-pypy310_pp73-macosx_11_0_arm64.whl PyPy 3.10 PyPy 3.10 7.3 macOS 11.0+ ARM64 Details
PyLBFGS-0.2.0.16-pp310-pypy310_pp73-macosx_10_15_x86_64.whl PyPy 3.10 PyPy 3.10 7.3 macOS 10.15+ x86-64 Details
PyLBFGS-0.2.0.16-pp39-pypy39_pp73-win_amd64.whl PyPy 3.9 PyPy 3.9 7.3 Windows x86-64 Details
PyLBFGS-0.2.0.16-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl PyPy 3.9 PyPy 3.9 7.3 Linux glibc 2.17+ x86-64 Details
PyLBFGS-0.2.0.16-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl PyPy 3.9 PyPy 3.9 7.3 Linux glibc 2.17+ ARM64 Details
PyLBFGS-0.2.0.16-pp39-pypy39_pp73-macosx_11_0_arm64.whl PyPy 3.9 PyPy 3.9 7.3 macOS 11.0+ ARM64 Details
PyLBFGS-0.2.0.16-pp39-pypy39_pp73-macosx_10_15_x86_64.whl PyPy 3.9 PyPy 3.9 7.3 macOS 10.15+ x86-64 Details
PyLBFGS-0.2.0.16-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl PyPy 3.8 PyPy 3.8 7.3 Linux glibc 2.17+ x86-64 Details
PyLBFGS-0.2.0.16-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl PyPy 3.7 PyPy 3.7 7.3 Linux glibc 2.17+ x86-64 Details
PyLBFGS-0.2.0.16-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
PyLBFGS-0.2.0.16-cp312-cp312-win32.whl CPython 3.12 CPython 3.12 Windows x86-32 Details
PyLBFGS-0.2.0.16-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
PyLBFGS-0.2.0.16-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARM64 Details
PyLBFGS-0.2.0.16-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.12 CPython 3.12 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
PyLBFGS-0.2.0.16-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
PyLBFGS-0.2.0.16-cp312-cp312-macosx_10_9_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.9+ x86-64 Details
PyLBFGS-0.2.0.16-cp312-cp312-macosx_10_9_universal2.whl CPython 3.12 CPython 3.12 macOS 10.9+ universal2 (ARM64, x86-64) Details
PyLBFGS-0.2.0.16-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
PyLBFGS-0.2.0.16-cp311-cp311-win32.whl CPython 3.11 CPython 3.11 Windows x86-32 Details
PyLBFGS-0.2.0.16-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
PyLBFGS-0.2.0.16-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details
PyLBFGS-0.2.0.16-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.11 CPython 3.11 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
PyLBFGS-0.2.0.16-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
PyLBFGS-0.2.0.16-cp311-cp311-macosx_10_9_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details
PyLBFGS-0.2.0.16-cp311-cp311-macosx_10_9_universal2.whl CPython 3.11 CPython 3.11 macOS 10.9+ universal2 (ARM64, x86-64) Details
PyLBFGS-0.2.0.16-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
PyLBFGS-0.2.0.16-cp310-cp310-win32.whl CPython 3.10 CPython 3.10 Windows x86-32 Details
PyLBFGS-0.2.0.16-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
PyLBFGS-0.2.0.16-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details
PyLBFGS-0.2.0.16-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.10 CPython 3.10 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
PyLBFGS-0.2.0.16-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
PyLBFGS-0.2.0.16-cp310-cp310-macosx_10_9_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details
PyLBFGS-0.2.0.16-cp310-cp310-macosx_10_9_universal2.whl CPython 3.10 CPython 3.10 macOS 10.9+ universal2 (ARM64, x86-64) Details
PyLBFGS-0.2.0.16-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
PyLBFGS-0.2.0.16-cp39-cp39-win32.whl CPython 3.9 CPython 3.9 Windows x86-32 Details
PyLBFGS-0.2.0.16-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
PyLBFGS-0.2.0.16-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARM64 Details
PyLBFGS-0.2.0.16-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details
PyLBFGS-0.2.0.16-cp39-cp39-macosx_11_0_arm64.whl CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
PyLBFGS-0.2.0.16-cp39-cp39-macosx_10_9_x86_64.whl CPython 3.9 CPython 3.9 macOS 10.9+ x86-64 Details
PyLBFGS-0.2.0.16-cp39-cp39-macosx_10_9_universal2.whl CPython 3.9 CPython 3.9 macOS 10.9+ universal2 (ARM64, x86-64) Details
PyLBFGS-0.2.0.16-cp38-cp38-win_amd64.whl CPython 3.8 CPython 3.8 Windows x86-64 Details
PyLBFGS-0.2.0.16-cp38-cp38-win32.whl CPython 3.8 CPython 3.8 Windows x86-32 Details
PyLBFGS-0.2.0.16-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details
PyLBFGS-0.2.0.16-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ ARM64 Details
PyLBFGS-0.2.0.16-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.8 CPython 3.8 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
PyLBFGS-0.2.0.16-cp38-cp38-macosx_11_0_arm64.whl CPython 3.8 CPython 3.8 macOS 11.0+ ARM64 Details
PyLBFGS-0.2.0.16-cp38-cp38-macosx_10_9_x86_64.whl CPython 3.8 CPython 3.8 macOS 10.9+ x86-64 Details
PyLBFGS-0.2.0.16-cp38-cp38-macosx_10_9_universal2.whl CPython 3.8 CPython 3.8 macOS 10.9+ universal2 (ARM64, x86-64) Details
PyLBFGS-0.2.0.16-cp37-cp37m-win_amd64.whl CPython 3.7 CPython 3.7 pymalloc Windows x86-64 Details
PyLBFGS-0.2.0.16-cp37-cp37m-win32.whl CPython 3.7 CPython 3.7 pymalloc Windows x86-32 Details
PyLBFGS-0.2.0.16-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 Details
PyLBFGS-0.2.0.16-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARM64 Details
PyLBFGS-0.2.0.16-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
PyLBFGS-0.2.0.16-cp37-cp37m-macosx_10_9_x86_64.whl CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64 Details
PyLBFGS-0.2.0.16-cp36-cp36m-win_amd64.whl CPython 3.6 CPython 3.6 pymalloc Windows x86-64 Details
PyLBFGS-0.2.0.16-cp36-cp36m-win32.whl CPython 3.6 CPython 3.6 pymalloc Windows x86-32 Details
PyLBFGS-0.2.0.16-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-64 Details
PyLBFGS-0.2.0.16-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ ARM64 Details
PyLBFGS-0.2.0.16-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
PyLBFGS-0.2.0.16-cp36-cp36m-macosx_10_9_x86_64.whl CPython 3.6 CPython 3.6 pymalloc macOS 10.9+ x86-64 Details

Total release size: 9.5 MB

Release files / PyLBFGS-0.2.0.16.tar.gz

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Release files / PyLBFGS-0.2.0.16-cp312-cp312-win32.whl

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