Gathers Python

Installation

pip install gathers

Usage

from gathers import Gathers
import numpy as np


gathers = Gathers(verbose=True)
rng = np.random.default_rng()
data = rng.random((1000, 64), dtype=np.float32)  # only support float32
centroids = gathers.fit(data, 10)
labels = gathers.batch_assign(data, centroids)
print(labels)

Metadata

Release files for gathers 0.3.1

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

Source distribution (sdist)

Source distribution for gathers 0.3.1
File	Size	Uploaded
gathers-0.3.1.tar.gz	43.5 kB	Dec 6, 2024	Details

Built distributions (wheels)

Table of built distributions (wheels) for gathers 0.3.1
File	Interpreter	ABI	Platform	Reset
gathers-0.3.1-cp39-abi3-win_amd64.whl 376.7 kB Dec 6, 2024	CPython 3.9	abi3	Windows x86-64	Details
gathers-0.3.1-cp39-abi3-win32.whl 379.4 kB Dec 6, 2024	CPython 3.9	abi3	Windows x86-32	Details
gathers-0.3.1-cp39-abi3-musllinux_1_2_x86_64.whl 764.3 kB Dec 6, 2024	CPython 3.9	abi3	Linux musl 1.2+ x86-64	Details
gathers-0.3.1-cp39-abi3-musllinux_1_2_i686.whl 813.3 kB Dec 6, 2024	CPython 3.9	abi3	Linux musl 1.2+ x86-32	Details
gathers-0.3.1-cp39-abi3-musllinux_1_2_armv7l.whl 730.9 kB Dec 6, 2024	CPython 3.9	abi3	Linux musl 1.2+ ARMv7l	Details
gathers-0.3.1-cp39-abi3-musllinux_1_2_aarch64.whl 903.0 kB Dec 6, 2024	CPython 3.9	abi3	Linux musl 1.2+ ARM64	Details
gathers-0.3.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 593.7 kB Dec 6, 2024	CPython 3.9	abi3	Linux glibc 2.17+ x86-64	Details
gathers-0.3.1-cp39-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl 559.6 kB Dec 6, 2024	CPython 3.9	abi3	Linux glibc 2.17+ IBM System/390x	Details
gathers-0.3.1-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 573.1 kB Dec 6, 2024	CPython 3.9	abi3	Linux glibc 2.17+ PowerPC 64-le	Details
gathers-0.3.1-cp39-abi3-manylinux_2_17_i686.manylinux2014_i686.whl 648.8 kB Dec 6, 2024	CPython 3.9	abi3	Linux glibc 2.17+ x86-32	Details
gathers-0.3.1-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 469.6 kB Dec 6, 2024	CPython 3.9	abi3	Linux glibc 2.17+ ARMv7l	Details
gathers-0.3.1-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 727.3 kB Dec 6, 2024	CPython 3.9	abi3	Linux glibc 2.17+ ARM64	Details
gathers-0.3.1-cp39-abi3-macosx_11_0_arm64.whl 562.2 kB Dec 6, 2024	CPython 3.9	abi3	macOS 11.0+ ARM64	Details
gathers-0.3.1-cp39-abi3-macosx_10_12_x86_64.whl 503.2 kB Dec 6, 2024	CPython 3.9	abi3	macOS 10.12+ x86-64	Details

Total release size: 8.6 MB

Release files / gathers-0.3.1.tar.gz

Download URL	gathers-0.3.1.tar.gz
Size	43.5 kB
Tags	Source
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Upload date	Dec 6, 2024
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`maturin/1.7.8`

Release files / gathers-0.3.1-cp39-abi3-win_amd64.whl

Download URL	gathers-0.3.1-cp39-abi3-win_amd64.whl
Size	376.7 kB
Tags	CPython 3.9 Windows x86-64 abi3
SHA-256 checksum How to use checksums	`bcca1cde68de8e94fcaadf3fbda11225d73783f62c5632b408557c63ba0e2030`
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Upload date	Dec 6, 2024
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Uploaded via	`maturin/1.7.8`

Release files / gathers-0.3.1-cp39-abi3-win32.whl

Download URL	gathers-0.3.1-cp39-abi3-win32.whl
Size	379.4 kB
Tags	CPython 3.9 Windows x86-32 abi3
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Upload date	Dec 6, 2024
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Uploaded via	`maturin/1.7.8`

Release files / gathers-0.3.1-cp39-abi3-musllinux_1_2_x86_64.whl

Download URL	gathers-0.3.1-cp39-abi3-musllinux_1_2_x86_64.whl
Size	764.3 kB
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Upload date	Dec 6, 2024
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Uploaded via	`maturin/1.7.8`

Release files / gathers-0.3.1-cp39-abi3-musllinux_1_2_i686.whl

Download URL	gathers-0.3.1-cp39-abi3-musllinux_1_2_i686.whl
Size	813.3 kB
Tags	CPython 3.9 Linux musl 1.2+ x86-32 abi3
SHA-256 checksum How to use checksums	`735bcb49e7278eeef59420cf99e558a39840fad2c178a9af14166cf7fdb97d0e`
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Uploaded via	`maturin/1.7.8`

Release files / gathers-0.3.1-cp39-abi3-musllinux_1_2_armv7l.whl

Download URL	gathers-0.3.1-cp39-abi3-musllinux_1_2_armv7l.whl
Size	730.9 kB
Tags	CPython 3.9 Linux musl 1.2+ ARMv7l abi3
SHA-256 checksum How to use checksums	`5f974f65a31376dd6137f1b01fefe590e81bb3d83f8f6c478809f881f71626e5`
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Release files / gathers-0.3.1-cp39-abi3-musllinux_1_2_aarch64.whl

Download URL	gathers-0.3.1-cp39-abi3-musllinux_1_2_aarch64.whl
Size	903.0 kB
Tags	CPython 3.9 Linux musl 1.2+ ARM64 abi3
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Release files / gathers-0.3.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	gathers-0.3.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	593.7 kB
Tags	CPython 3.9 Linux glibc 2.17+ x86-64 abi3
SHA-256 checksum How to use checksums	`567bc48c1a665f2cfe7b1014f8b6236896a1ede57f3c79ac97a5fee8587af36c`
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Release files / gathers-0.3.1-cp39-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	gathers-0.3.1-cp39-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	559.6 kB
Tags	CPython 3.9 Linux glibc 2.17+ IBM System/390x abi3
SHA-256 checksum How to use checksums	`94b1bfff3f913242ccbe5561cd5b2e377d2dfc6cc1c8aa110573819f01c82b07`
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Release files / gathers-0.3.1-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	gathers-0.3.1-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	573.1 kB
Tags	CPython 3.9 Linux glibc 2.17+ PowerPC 64-le abi3
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Release files / gathers-0.3.1-cp39-abi3-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	gathers-0.3.1-cp39-abi3-manylinux_2_17_i686.manylinux2014_i686.whl
Size	648.8 kB
Tags	CPython 3.9 Linux glibc 2.17+ x86-32 abi3
SHA-256 checksum How to use checksums	`687473e9555e646dfcc5e40640a4d2cee10527cf655adb7b1aa1d2c7ed6412de`
BLAKE2b-256 checksum How to use checksums	`a59782829fcaf8b43c717a6c0493c43ff82fa8bdee11e51ce1e38bb697ecef00`
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Release files / gathers-0.3.1-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	gathers-0.3.1-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	469.6 kB
Tags	CPython 3.9 Linux glibc 2.17+ ARMv7l abi3
SHA-256 checksum How to use checksums	`aa076c0da87454076e603e5c68debd64b1dfab1235c1e5d34e14dec765879174`
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Release files / gathers-0.3.1-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	gathers-0.3.1-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	727.3 kB
Tags	CPython 3.9 Linux glibc 2.17+ ARM64 abi3
SHA-256 checksum How to use checksums	`6527c629f3a3423e2fb47ea29976aa71567473bad0ca3dc79ac1018d30b35262`
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Release files / gathers-0.3.1-cp39-abi3-macosx_11_0_arm64.whl

Download URL	gathers-0.3.1-cp39-abi3-macosx_11_0_arm64.whl
Size	562.2 kB
Tags	CPython 3.9 abi3 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`cfd57b82b6e2925c650e05cfcfb70c13cddff8faca951d47cf553fa6d6a12f8a`
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Release files / gathers-0.3.1-cp39-abi3-macosx_10_12_x86_64.whl

Download URL	gathers-0.3.1-cp39-abi3-macosx_10_12_x86_64.whl
Size	503.2 kB
Tags	CPython 3.9 abi3 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`fe6dd1e36cd5f286b6fa33de3806945353fa18c86fae76119447077e3b2a282d`
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