PowerBoxes

Powerboxes is a package containing utility functions for transforming bounding boxes and computing metrics. It is implemented in both Python and Rust. It shows a significant speedup over the equivalent numpy implementations in Python, or other libraries such as shapely or torchvision.

Documentation

Installation

pip install powerboxes

Usage

import powerboxes as pb
import numpy as np

boxes = np.array([[0, 0, 1, 1], [2, 2, 3, 3]], dtype=np.float64)

# Compute areas
areas = pb.box_areas(boxes)

# Compute IoU distance matrix
iou = pb.iou_distance(boxes, boxes)

# Draw boxes on an image (CHW format, uint8)
image = np.zeros((3, 100, 100), dtype=np.uint8)
draw_boxes = np.array([[10.0, 10.0, 50.0, 50.0]])
result = pb.draw_boxes(image, draw_boxes, filled=True, opacity=0.35)

# Draw rotated boxes in cxcywha format
rotated_boxes = np.array([[50.0, 50.0, 30.0, 20.0, 30.0]])
rotated = pb.draw_rotated_boxes(image, rotated_boxes)

For more details, see the full documentation or the GitHub repository.

Metadata

Release files for powerboxes 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 powerboxes 0.3.1
File	Size	Uploaded
powerboxes-0.3.1.tar.gz	550.5 kB	Mar 13, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for powerboxes 0.3.1
File	Interpreter	ABI	Platform	Reset
powerboxes-0.3.1-cp313-cp313-win_amd64.whl 415.2 kB Mar 13, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
powerboxes-0.3.1-cp313-cp313-win32.whl 411.0 kB Mar 13, 2026	CPython 3.13	CPython 3.13	Windows x86-32	Details
powerboxes-0.3.1-cp313-cp313-musllinux_1_1_x86_64.whl 826.5 kB Mar 13, 2026	CPython 3.13	CPython 3.13	Linux musl 1.1+ x86-64	Details
powerboxes-0.3.1-cp313-cp313-musllinux_1_1_aarch64.whl 767.3 kB Mar 13, 2026	CPython 3.13	CPython 3.13	Linux musl 1.1+ ARM64	Details
powerboxes-0.3.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 605.0 kB Mar 13, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64	Details
powerboxes-0.3.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl 628.2 kB Mar 13, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ IBM System/390x	Details
powerboxes-0.3.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 750.7 kB Mar 13, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ PowerPC 64-le	Details
powerboxes-0.3.1-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl 670.1 kB Mar 13, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-32	Details
powerboxes-0.3.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 610.0 kB Mar 13, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARMv7l	Details
powerboxes-0.3.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 590.4 kB Mar 13, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64	Details
powerboxes-0.3.1-cp313-cp313-macosx_11_0_arm64.whl 528.9 kB Mar 13, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
powerboxes-0.3.1-cp313-cp313-macosx_10_12_x86_64.whl 559.2 kB Mar 13, 2026	CPython 3.13	CPython 3.13	macOS 10.12+ x86-64	Details
powerboxes-0.3.1-cp312-cp312-win_amd64.whl 413.0 kB Mar 13, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
powerboxes-0.3.1-cp312-cp312-win32.whl 411.5 kB Mar 13, 2026	CPython 3.12	CPython 3.12	Windows x86-32	Details
powerboxes-0.3.1-cp312-cp312-musllinux_1_1_x86_64.whl 826.8 kB Mar 13, 2026	CPython 3.12	CPython 3.12	Linux musl 1.1+ x86-64	Details
powerboxes-0.3.1-cp312-cp312-musllinux_1_1_aarch64.whl 767.5 kB Mar 13, 2026	CPython 3.12	CPython 3.12	Linux musl 1.1+ ARM64	Details
powerboxes-0.3.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 605.7 kB Mar 13, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
powerboxes-0.3.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl 628.2 kB Mar 13, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ IBM System/390x	Details
powerboxes-0.3.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 751.5 kB Mar 13, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ PowerPC 64-le	Details
powerboxes-0.3.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl 670.3 kB Mar 13, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-32	Details
powerboxes-0.3.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 610.2 kB Mar 13, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARMv7l	Details
powerboxes-0.3.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 590.2 kB Mar 13, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64	Details
powerboxes-0.3.1-cp312-cp312-macosx_11_0_arm64.whl 527.7 kB Mar 13, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
powerboxes-0.3.1-cp312-cp312-macosx_10_12_x86_64.whl 559.5 kB Mar 13, 2026	CPython 3.12	CPython 3.12	macOS 10.12+ x86-64	Details
powerboxes-0.3.1-cp311-cp311-win_amd64.whl 417.7 kB Mar 13, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
powerboxes-0.3.1-cp311-cp311-win32.whl 414.1 kB Mar 13, 2026	CPython 3.11	CPython 3.11	Windows x86-32	Details
powerboxes-0.3.1-cp311-cp311-musllinux_1_1_x86_64.whl 830.0 kB Mar 13, 2026	CPython 3.11	CPython 3.11	Linux musl 1.1+ x86-64	Details
powerboxes-0.3.1-cp311-cp311-musllinux_1_1_aarch64.whl 770.7 kB Mar 13, 2026	CPython 3.11	CPython 3.11	Linux musl 1.1+ ARM64	Details
powerboxes-0.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 607.8 kB Mar 13, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
powerboxes-0.3.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl 633.2 kB Mar 13, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ IBM System/390x	Details
powerboxes-0.3.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 754.0 kB Mar 13, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ PowerPC 64-le	Details
powerboxes-0.3.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl 676.6 kB Mar 13, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-32	Details
powerboxes-0.3.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 613.4 kB Mar 13, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARMv7l	Details
powerboxes-0.3.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 594.3 kB Mar 13, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64	Details
powerboxes-0.3.1-cp311-cp311-macosx_11_0_arm64.whl 530.4 kB Mar 13, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
powerboxes-0.3.1-cp311-cp311-macosx_10_12_x86_64.whl 574.5 kB Mar 13, 2026	CPython 3.11	CPython 3.11	macOS 10.12+ x86-64	Details
powerboxes-0.3.1-cp310-cp310-win_amd64.whl 416.7 kB Mar 13, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
powerboxes-0.3.1-cp310-cp310-win32.whl 414.0 kB Mar 13, 2026	CPython 3.10	CPython 3.10	Windows x86-32	Details
powerboxes-0.3.1-cp310-cp310-musllinux_1_1_x86_64.whl 830.0 kB Mar 13, 2026	CPython 3.10	CPython 3.10	Linux musl 1.1+ x86-64	Details
powerboxes-0.3.1-cp310-cp310-musllinux_1_1_aarch64.whl 770.6 kB Mar 13, 2026	CPython 3.10	CPython 3.10	Linux musl 1.1+ ARM64	Details
powerboxes-0.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 608.0 kB Mar 13, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
powerboxes-0.3.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl 633.0 kB Mar 13, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ IBM System/390x	Details
powerboxes-0.3.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 752.4 kB Mar 13, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ PowerPC 64-le	Details
powerboxes-0.3.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl 675.6 kB Mar 13, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-32	Details
powerboxes-0.3.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 613.6 kB Mar 13, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARMv7l	Details
powerboxes-0.3.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 593.9 kB Mar 13, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64	Details
powerboxes-0.3.1-cp310-cp310-macosx_11_0_arm64.whl 531.1 kB Mar 13, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
powerboxes-0.3.1-cp310-cp310-macosx_10_12_x86_64.whl 574.2 kB Mar 13, 2026	CPython 3.10	CPython 3.10	macOS 10.12+ x86-64	Details
powerboxes-0.3.1-cp39-cp39-win_amd64.whl 418.7 kB Mar 13, 2026	CPython 3.9	CPython 3.9	Windows x86-64	Details
powerboxes-0.3.1-cp39-cp39-win32.whl 415.8 kB Mar 13, 2026	CPython 3.9	CPython 3.9	Windows x86-32	Details
powerboxes-0.3.1-cp39-cp39-musllinux_1_1_x86_64.whl 831.6 kB Mar 13, 2026	CPython 3.9	CPython 3.9	Linux musl 1.1+ x86-64	Details
powerboxes-0.3.1-cp39-cp39-musllinux_1_1_aarch64.whl 771.8 kB Mar 13, 2026	CPython 3.9	CPython 3.9	Linux musl 1.1+ ARM64	Details
powerboxes-0.3.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 609.5 kB Mar 13, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details
powerboxes-0.3.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl 634.5 kB Mar 13, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ IBM System/390x	Details
powerboxes-0.3.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 754.0 kB Mar 13, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ PowerPC 64-le	Details
powerboxes-0.3.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl 678.8 kB Mar 13, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-32	Details
powerboxes-0.3.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 615.6 kB Mar 13, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARMv7l	Details
powerboxes-0.3.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 595.7 kB Mar 13, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARM64	Details
powerboxes-0.3.1-cp39-cp39-macosx_11_0_arm64.whl 535.8 kB Mar 13, 2026	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details
powerboxes-0.3.1-cp39-cp39-macosx_10_12_x86_64.whl 576.7 kB Mar 13, 2026	CPython 3.9	CPython 3.9	macOS 10.12+ x86-64	Details

Total release size: 37.5 MB

Release files / powerboxes-0.3.1.tar.gz

Download URL	powerboxes-0.3.1.tar.gz
Size	550.5 kB
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Release files / powerboxes-0.3.1-cp313-cp313-win_amd64.whl

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Size	415.2 kB
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Release files / powerboxes-0.3.1-cp313-cp313-win32.whl

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Release files / powerboxes-0.3.1-cp313-cp313-musllinux_1_1_x86_64.whl

Download URL	powerboxes-0.3.1-cp313-cp313-musllinux_1_1_x86_64.whl
Size	826.5 kB
Tags	CPython 3.13 Linux musl 1.1+ x86-64
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Release files / powerboxes-0.3.1-cp313-cp313-musllinux_1_1_aarch64.whl

Download URL	powerboxes-0.3.1-cp313-cp313-musllinux_1_1_aarch64.whl
Size	767.3 kB
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Release files / powerboxes-0.3.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Release files / powerboxes-0.3.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Release files / powerboxes-0.3.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Release files / powerboxes-0.3.1-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl

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Size	670.1 kB
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Release files / powerboxes-0.3.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Release files / powerboxes-0.3.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	powerboxes-0.3.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	590.4 kB
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Release files / powerboxes-0.3.1-cp313-cp313-macosx_11_0_arm64.whl

Download URL	powerboxes-0.3.1-cp313-cp313-macosx_11_0_arm64.whl
Size	528.9 kB
Tags	CPython 3.13 macOS 11.0+ ARM64
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Release files / powerboxes-0.3.1-cp313-cp313-macosx_10_12_x86_64.whl

Download URL	powerboxes-0.3.1-cp313-cp313-macosx_10_12_x86_64.whl
Size	559.2 kB
Tags	CPython 3.13 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`759820c4ef5e209c052c47cf7ce6275ca4298a63a283cccaf91505372143c865`
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Release files / powerboxes-0.3.1-cp312-cp312-win_amd64.whl

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Release files / powerboxes-0.3.1-cp312-cp312-win32.whl

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Release files / powerboxes-0.3.1-cp312-cp312-musllinux_1_1_x86_64.whl

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Release files / powerboxes-0.3.1-cp312-cp312-musllinux_1_1_aarch64.whl

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Release files / powerboxes-0.3.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Release files / powerboxes-0.3.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Release files / powerboxes-0.3.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Release files / powerboxes-0.3.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl

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Release files / powerboxes-0.3.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Release files / powerboxes-0.3.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Release files / powerboxes-0.3.1-cp312-cp312-macosx_11_0_arm64.whl

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Release files / powerboxes-0.3.1-cp312-cp312-macosx_10_12_x86_64.whl

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Release files / powerboxes-0.3.1-cp311-cp311-win_amd64.whl

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Release files / powerboxes-0.3.1-cp311-cp311-win32.whl

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Release files / powerboxes-0.3.1-cp311-cp311-musllinux_1_1_x86_64.whl

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Release files / powerboxes-0.3.1-cp311-cp311-musllinux_1_1_aarch64.whl

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Release files / powerboxes-0.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Release files / powerboxes-0.3.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Release files / powerboxes-0.3.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Release files / powerboxes-0.3.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl

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Release files / powerboxes-0.3.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Release files / powerboxes-0.3.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Release files / powerboxes-0.3.1-cp311-cp311-macosx_11_0_arm64.whl

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Release files / powerboxes-0.3.1-cp311-cp311-macosx_10_12_x86_64.whl

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Release files / powerboxes-0.3.1-cp310-cp310-win_amd64.whl

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Release files / powerboxes-0.3.1-cp310-cp310-win32.whl

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Release files / powerboxes-0.3.1-cp310-cp310-musllinux_1_1_x86_64.whl

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Release files / powerboxes-0.3.1-cp310-cp310-musllinux_1_1_aarch64.whl

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Release files / powerboxes-0.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Release files / powerboxes-0.3.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Release files / powerboxes-0.3.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Release files / powerboxes-0.3.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl

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Release files / powerboxes-0.3.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Release files / powerboxes-0.3.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Release files / powerboxes-0.3.1-cp310-cp310-macosx_11_0_arm64.whl

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Release files / powerboxes-0.3.1-cp310-cp310-macosx_10_12_x86_64.whl

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Uploaded via	`twine/6.2.0 CPython/3.12.12`

Release files / powerboxes-0.3.1-cp39-cp39-win_amd64.whl

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Release files / powerboxes-0.3.1-cp39-cp39-win32.whl

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Uploaded via	`twine/6.2.0 CPython/3.12.12`

Release files / powerboxes-0.3.1-cp39-cp39-musllinux_1_1_x86_64.whl

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Uploaded via	`twine/6.2.0 CPython/3.12.12`

Release files / powerboxes-0.3.1-cp39-cp39-musllinux_1_1_aarch64.whl

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Release files / powerboxes-0.3.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Upload date	Mar 13, 2026
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Uploaded via	`twine/6.2.0 CPython/3.12.12`

Release files / powerboxes-0.3.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Uploaded via	`twine/6.2.0 CPython/3.12.12`

Release files / powerboxes-0.3.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Upload date	Mar 13, 2026
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Uploaded via	`twine/6.2.0 CPython/3.12.12`

Release files / powerboxes-0.3.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl

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Uploaded via	`twine/6.2.0 CPython/3.12.12`

Release files / powerboxes-0.3.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Upload date	Mar 13, 2026
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Uploaded via	`twine/6.2.0 CPython/3.12.12`

Release files / powerboxes-0.3.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Uploaded via	`twine/6.2.0 CPython/3.12.12`

Release files / powerboxes-0.3.1-cp39-cp39-macosx_11_0_arm64.whl

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Uploaded via	`twine/6.2.0 CPython/3.12.12`

Release files / powerboxes-0.3.1-cp39-cp39-macosx_10_12_x86_64.whl

Download URL	powerboxes-0.3.1-cp39-cp39-macosx_10_12_x86_64.whl
Size	576.7 kB
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Uploaded via	`twine/6.2.0 CPython/3.12.12`

Release history Release notifications | RSS feed

This release

0.3.1 This release

Mar 13, 2026 61 release files

0.3.0

Feb 15, 2026 61 release files

0.2.3

May 27, 2024 100 release files

0.2.2

Feb 24, 2024 100 release files

0.2.1

Jan 15, 2024 100 release files

0.2.0

Dec 28, 2023 100 release files

0.1.4

Dec 6, 2023 100 release files

0.1.3

Nov 22, 2023 100 release files

0.1.2

Nov 19, 2023 100 release files

powerboxes 0.3.1