pyliblinear

A liblinear python API

Project description

pyliblinear is an API for liblinear without using ctypes. It aims for more pythonic access to liblinear’s features, especially featuring streams of data and lazy evaluations whereever possible.

Supported python versions are Python 2.7 and Python 3.6+.

Development Status

Beta. The API is not stabilized yet. There also may be a few kinks here and there. But generally it works as expected.

Copyright and License

The whole package is distributed under the Apache License Version 2.0. You’ll find a copy in the root directory of the distribution or online at: <http://www.apache.org/licenses/LICENSE-2.0>.

pyliblinear ships with a copy of liblinear, which is licensed under the terms of the 3-clause BSD license.

Bugs

No bugs, of course. ;-) But if you’ve found one or have an idea how to improve pyliblinear, feel free to send a pull request on github or send a mail to <pyliblinear-bugs@perlig.de>.

Author Information

André “nd” Malo <nd perlig.de>

GPG: 0x029C942244325167

If God intended people to be naked, they would be born that way. – Oscar Wilde

Project details

Release history Release notifications | RSS feed

This version

250.0

Apr 12, 2026

249.1

Oct 12, 2025

249.0

Sep 28, 2025

247.2

Feb 16, 2025

247.1

Oct 12, 2024

247.0

Oct 3, 2023

244.0

Jul 31, 2022

243.0

Dec 14, 2021

220.dev2 pre-release

Jul 11, 2018

220.dev1 pre-release

Jul 8, 2018

211.dev1 pre-release

Oct 22, 2017

2.1.0.dev2 pre-release

Oct 22, 2017

2.1.0.dev1 pre-release

Oct 11, 2015

1.96.0.dev4 pre-release

Mar 19, 2015

1.96.0.dev3 pre-release

Mar 10, 2015

1.96.0.dev2 pre-release

Mar 3, 2015

1.96.0.dev1 pre-release

Mar 3, 2015

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Algorithm	Hash digest
SHA256	`ddea9d4c6fcd9bb1abf5b4f37927898e768642f0891592d374ad3e15b3d23599`
MD5	`092aecb3e8c8af281197fa75134f856f`
BLAKE2b-256	`be09f6d772b26e22c3ef24a3e88691ab370fde9852dcdacf5322edec4476fa57`

Algorithm	Hash digest
SHA256	`a3be5cd23b3294b123e218dd771f4ff52348ff285e92dc23141e62ac6cd74ef9`
MD5	`79e984a5d5b448cb2e305692fbb63ef7`
BLAKE2b-256	`3b9ccd5560177f8ea857bbb091967a806620bd3860910cc7aeea9e6c58e95301`

Algorithm	Hash digest
SHA256	`c3f31ad408567668a180a7daa2ca24566abe0badd30660415b5644afb239c269`
MD5	`e472ad7c954134bfca620f5f7c2aa258`
BLAKE2b-256	`dde29444e5b991774e84b7bdca26e333b75a815d5b5db468494ec885d4673e63`

Algorithm	Hash digest
SHA256	`8c9a37aef04632e9a76dd807eebcb3b5d52753e91f56ebd0b853410116f0b3ed`
MD5	`8cf62614c09c7956de23255ddc9ebee2`
BLAKE2b-256	`ef67b42eabee0df8b5f4592fd512b28c19cc206e2e774c4312f105d1f2dfb577`

Algorithm	Hash digest
SHA256	`c38dc34433a7c64fa1d883b6349d0230cea43aa0f4baaefbc988eb9c04c9322d`
MD5	`98cfad087425cc0d24909878696ad2ee`
BLAKE2b-256	`ce617e8e18549c8de33273d8c20c3b28eae0de822a8d3e22c0eb9b908bef2192`

Algorithm	Hash digest
SHA256	`73b0035c7fc2601a9fe6702369c8a1fd95dc8a86624d1795b8d4f71765bef9a2`
MD5	`02c011802faec4ed7c127bae8831be26`
BLAKE2b-256	`5287d18382c4a1dbfc9b999b0694d8550b78ec8a45094dbd06b1cab8ff09447f`

Algorithm	Hash digest
SHA256	`4da4704cb9a16f66a2d1b194cee956a7da3786352f47fef7cf324fa852996cde`
MD5	`5d5ea0f023e13a918badfd886f5553ba`
BLAKE2b-256	`5b29378a92211fb07d0ee4de6f7ad9ca4eee8ccae228e2e33481e93099240475`

Algorithm	Hash digest
SHA256	`d6d864af403c2eb257c627e080c2d9ce41dbf466381e6742f24ff6048ebec92b`
MD5	`fa21d44779bc90fa4606c8a96f0a0d68`
BLAKE2b-256	`0c5462c6df91ca7c70d4b526fb7771bbcef8b83cb3bfe9e404e83dcb0e13c0d1`

Algorithm	Hash digest
SHA256	`fd8ba17e0ff86c033f8feba2cb60bd16c52b17ddc70c8f3e365edb2894f909a6`
MD5	`28d6627f53d5cc351eb05cccfca3b108`
BLAKE2b-256	`4ed150974a4c12b5c9d65fa26b91d63dd0bd7bf8e28e8ee9dcc62f9da3c03453`

Algorithm	Hash digest
SHA256	`b3119be03d1c7917ca219919c65b5eb7552a301abd022171e40be9278f40ed85`
MD5	`b813a2a2528311aec7789eaf12a016fc`
BLAKE2b-256	`a5354debb9b3012834e742ac582ad2279d14dc12cb76cefdf5eba05bae7dfe7b`