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
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)
| File | Size | Uploaded | |
|---|---|---|---|
| PyLBFGS-0.2.0.16.tar.gz | 134.1 kB | Details |
Built distributions (wheels)
Total release size: 9.5 MB
Release files / PyLBFGS-0.2.0.16.tar.gz
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| Tags | Source |
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Release files / PyLBFGS-0.2.0.16-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / PyLBFGS-0.2.0.16-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / PyLBFGS-0.2.0.16-pp310-pypy310_pp73-macosx_11_0_arm64.whl
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Release files / PyLBFGS-0.2.0.16-pp310-pypy310_pp73-macosx_10_15_x86_64.whl
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Release files / PyLBFGS-0.2.0.16-pp39-pypy39_pp73-win_amd64.whl
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Release files / PyLBFGS-0.2.0.16-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / PyLBFGS-0.2.0.16-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / PyLBFGS-0.2.0.16-cp312-cp312-win_amd64.whl
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Release files / PyLBFGS-0.2.0.16-cp312-cp312-win32.whl
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Release files / PyLBFGS-0.2.0.16-cp311-cp311-macosx_11_0_arm64.whl
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Release files / PyLBFGS-0.2.0.16-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | PyLBFGS-0.2.0.16-cp311-cp311-macosx_10_9_x86_64.whl |
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Release files / PyLBFGS-0.2.0.16-cp311-cp311-macosx_10_9_universal2.whl
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp310-cp310-win_amd64.whl
| Download URL | PyLBFGS-0.2.0.16-cp310-cp310-win_amd64.whl |
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twine/5.1.0 CPython/3.9.13
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Release files / PyLBFGS-0.2.0.16-cp310-cp310-win32.whl
| Download URL | PyLBFGS-0.2.0.16-cp310-cp310-win32.whl |
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Release files / PyLBFGS-0.2.0.16-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | PyLBFGS-0.2.0.16-cp310-cp310-macosx_11_0_arm64.whl |
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| Size | 61.3 kB |
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | PyLBFGS-0.2.0.16-cp310-cp310-macosx_10_9_x86_64.whl |
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Release files / PyLBFGS-0.2.0.16-cp310-cp310-macosx_10_9_universal2.whl
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp39-cp39-win_amd64.whl
| Download URL | PyLBFGS-0.2.0.16-cp39-cp39-win_amd64.whl |
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| Size | 59.1 kB |
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twine/5.1.0 CPython/3.9.13
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Release files / PyLBFGS-0.2.0.16-cp39-cp39-win32.whl
| Download URL | PyLBFGS-0.2.0.16-cp39-cp39-win32.whl |
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| Size | 52.3 kB |
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Release files / PyLBFGS-0.2.0.16-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | PyLBFGS-0.2.0.16-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 321.1 kB |
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Release files / PyLBFGS-0.2.0.16-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
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Release files / PyLBFGS-0.2.0.16-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | PyLBFGS-0.2.0.16-cp39-cp39-macosx_11_0_arm64.whl |
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| Size | 61.9 kB |
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp39-cp39-macosx_10_9_x86_64.whl
| Download URL | PyLBFGS-0.2.0.16-cp39-cp39-macosx_10_9_x86_64.whl |
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp39-cp39-macosx_10_9_universal2.whl
| Download URL | PyLBFGS-0.2.0.16-cp39-cp39-macosx_10_9_universal2.whl |
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| Size | 123.4 kB |
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp38-cp38-win_amd64.whl
| Download URL | PyLBFGS-0.2.0.16-cp38-cp38-win_amd64.whl |
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| Size | 59.0 kB |
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twine/5.1.0 CPython/3.9.13
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Release files / PyLBFGS-0.2.0.16-cp38-cp38-win32.whl
| Download URL | PyLBFGS-0.2.0.16-cp38-cp38-win32.whl |
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twine/5.1.0 CPython/3.9.13
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Release files / PyLBFGS-0.2.0.16-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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| Size | 326.6 kB |
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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| Size | 321.8 kB |
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Release files / PyLBFGS-0.2.0.16-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | PyLBFGS-0.2.0.16-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp38-cp38-macosx_11_0_arm64.whl
| Download URL | PyLBFGS-0.2.0.16-cp38-cp38-macosx_11_0_arm64.whl |
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| Size | 61.9 kB |
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Release files / PyLBFGS-0.2.0.16-cp38-cp38-macosx_10_9_x86_64.whl
| Download URL | PyLBFGS-0.2.0.16-cp38-cp38-macosx_10_9_x86_64.whl |
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Release files / PyLBFGS-0.2.0.16-cp38-cp38-macosx_10_9_universal2.whl
| Download URL | PyLBFGS-0.2.0.16-cp38-cp38-macosx_10_9_universal2.whl |
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| Size | 123.6 kB |
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No |
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp37-cp37m-win_amd64.whl
| Download URL | PyLBFGS-0.2.0.16-cp37-cp37m-win_amd64.whl |
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| Size | 58.7 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Windows x86-64 |
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No |
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twine/5.1.0 CPython/3.9.13
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Release files / PyLBFGS-0.2.0.16-cp37-cp37m-win32.whl
| Download URL | PyLBFGS-0.2.0.16-cp37-cp37m-win32.whl |
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| Size | 51.8 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Windows x86-32 |
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SHA-256 checksum How to use checksums |
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No |
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twine/5.1.0 CPython/3.9.13
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Release files / PyLBFGS-0.2.0.16-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | PyLBFGS-0.2.0.16-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 292.4 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 |
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No |
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | PyLBFGS-0.2.0.16-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 286.3 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | PyLBFGS-0.2.0.16-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
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| Size | 272.8 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
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No |
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp37-cp37m-macosx_10_9_x86_64.whl
| Download URL | PyLBFGS-0.2.0.16-cp37-cp37m-macosx_10_9_x86_64.whl |
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| Size | 66.9 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64 |
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No |
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp36-cp36m-win_amd64.whl
| Download URL | PyLBFGS-0.2.0.16-cp36-cp36m-win_amd64.whl |
|---|---|
| Size | 65.4 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Windows x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
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twine/5.1.0 CPython/3.9.13
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Release files / PyLBFGS-0.2.0.16-cp36-cp36m-win32.whl
| Download URL | PyLBFGS-0.2.0.16-cp36-cp36m-win32.whl |
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| Size | 55.5 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Windows x86-32 |
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SHA-256 checksum How to use checksums |
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No |
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twine/5.1.0 CPython/3.9.13
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Release files / PyLBFGS-0.2.0.16-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | PyLBFGS-0.2.0.16-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 282.1 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
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twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | PyLBFGS-0.2.0.16-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 275.3 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | PyLBFGS-0.2.0.16-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
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| Size | 264.1 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
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SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/5.1.0 CPython/3.12.4
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Release files / PyLBFGS-0.2.0.16-cp36-cp36m-macosx_10_9_x86_64.whl
| Download URL | PyLBFGS-0.2.0.16-cp36-cp36m-macosx_10_9_x86_64.whl |
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| Size | 64.6 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc macOS 10.9+ x86-64 |
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SHA-256 checksum How to use checksums |
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No |
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twine/5.1.0 CPython/3.12.4
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