No project description provided

These details have not been verified by PyPI

Project description

online-changepoint-algorithms

A collection of algorithms for online change point detection.

Citation

Cite this code as:

Zhymir Thompson, Austin Downey. online-changepoint-algorithms, September 2025. URL: https://github.com/ARTS-Laboratory/online-changepoint-algorithms

Bibtex

@Misc{Thompson2025OnlineChangePointAlgorithms,
author = {Zhymir Thompson and Austin {R.J.} Downey},
title = {online-changepoint-algorithms},
groups = {ARTS-Laboratory},
year = {2025},
url = {https://github.com/ARTS-Laboratory/online-changepoint-algorithms},
}

Project details

These details have not been verified by PyPI

Release history Release notifications | RSS feed

This version

0.0.5

Nov 25, 2025

0.0.1

Sep 25, 2025

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

online_changepoint_algorithms-0.0.5.tar.gz (38.1 kB view details)

Uploaded Nov 25, 2025 Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

The dropdown lists show the available interpreters, ABIs, and platforms. Enable javascript to be able to filter the list of wheel files.

online_changepoint_algorithms-0.0.5-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl (551.1 kB view details)

Uploaded Nov 25, 2025 PyPymusllinux: musl 1.2+ x86-64

online_changepoint_algorithms-0.0.5-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl (554.7 kB view details)

Uploaded Nov 25, 2025 PyPymusllinux: musl 1.2+ ARM64

online_changepoint_algorithms-0.0.5-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (382.0 kB view details)

Uploaded Nov 25, 2025 PyPymanylinux: glibc 2.17+ x86-64

online_changepoint_algorithms-0.0.5-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl (404.7 kB view details)

Uploaded Nov 25, 2025 PyPymanylinux: glibc 2.17+ s390x

online_changepoint_algorithms-0.0.5-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (504.5 kB view details)

Uploaded Nov 25, 2025 PyPymanylinux: glibc 2.17+ ppc64le

online_changepoint_algorithms-0.0.5-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (371.9 kB view details)

Uploaded Nov 25, 2025 PyPymanylinux: glibc 2.17+ ARM64

online_changepoint_algorithms-0.0.5-cp314-cp314t-musllinux_1_2_x86_64.whl (547.2 kB view details)

Uploaded Nov 25, 2025 CPython 3.14tmusllinux: musl 1.2+ x86-64

online_changepoint_algorithms-0.0.5-cp314-cp314t-musllinux_1_2_aarch64.whl (550.1 kB view details)

Uploaded Nov 25, 2025 CPython 3.14tmusllinux: musl 1.2+ ARM64

online_changepoint_algorithms-0.0.5-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl (401.3 kB view details)

Uploaded Nov 25, 2025 CPython 3.14tmanylinux: glibc 2.17+ s390x

online_changepoint_algorithms-0.0.5-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (499.9 kB view details)

Uploaded Nov 25, 2025 CPython 3.14tmanylinux: glibc 2.17+ ppc64le

online_changepoint_algorithms-0.0.5-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (367.9 kB view details)

Uploaded Nov 25, 2025 CPython 3.14tmanylinux: glibc 2.17+ ARM64

online_changepoint_algorithms-0.0.5-cp314-cp314-win_amd64.whl (221.8 kB view details)

Uploaded Nov 25, 2025 CPython 3.14Windows x86-64

online_changepoint_algorithms-0.0.5-cp314-cp314-musllinux_1_2_x86_64.whl (546.6 kB view details)

Uploaded Nov 25, 2025 CPython 3.14musllinux: musl 1.2+ x86-64

online_changepoint_algorithms-0.0.5-cp314-cp314-musllinux_1_2_aarch64.whl (550.8 kB view details)

Uploaded Nov 25, 2025 CPython 3.14musllinux: musl 1.2+ ARM64

online_changepoint_algorithms-0.0.5-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (378.2 kB view details)

Uploaded Nov 25, 2025 CPython 3.14manylinux: glibc 2.17+ x86-64

online_changepoint_algorithms-0.0.5-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl (401.8 kB view details)

Uploaded Nov 25, 2025 CPython 3.14manylinux: glibc 2.17+ s390x

online_changepoint_algorithms-0.0.5-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (499.8 kB view details)

Uploaded Nov 25, 2025 CPython 3.14manylinux: glibc 2.17+ ppc64le

online_changepoint_algorithms-0.0.5-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (368.8 kB view details)

Uploaded Nov 25, 2025 CPython 3.14manylinux: glibc 2.17+ ARM64

online_changepoint_algorithms-0.0.5-cp314-cp314-macosx_11_0_arm64.whl (330.0 kB view details)

Uploaded Nov 25, 2025 CPython 3.14macOS 11.0+ ARM64

online_changepoint_algorithms-0.0.5-cp313-cp313t-musllinux_1_2_x86_64.whl (545.6 kB view details)

Uploaded Nov 25, 2025 CPython 3.13tmusllinux: musl 1.2+ x86-64

online_changepoint_algorithms-0.0.5-cp313-cp313t-musllinux_1_2_aarch64.whl (549.6 kB view details)

Uploaded Nov 25, 2025 CPython 3.13tmusllinux: musl 1.2+ ARM64

online_changepoint_algorithms-0.0.5-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl (401.1 kB view details)

Uploaded Nov 25, 2025 CPython 3.13tmanylinux: glibc 2.17+ s390x

online_changepoint_algorithms-0.0.5-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (500.4 kB view details)

Uploaded Nov 25, 2025 CPython 3.13tmanylinux: glibc 2.17+ ppc64le

online_changepoint_algorithms-0.0.5-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (367.4 kB view details)

Uploaded Nov 25, 2025 CPython 3.13tmanylinux: glibc 2.17+ ARM64

online_changepoint_algorithms-0.0.5-cp313-cp313-win_amd64.whl (223.4 kB view details)

Uploaded Nov 25, 2025 CPython 3.13Windows x86-64

online_changepoint_algorithms-0.0.5-cp313-cp313-musllinux_1_2_x86_64.whl (547.5 kB view details)

Uploaded Nov 25, 2025 CPython 3.13musllinux: musl 1.2+ x86-64

online_changepoint_algorithms-0.0.5-cp313-cp313-musllinux_1_2_aarch64.whl (551.9 kB view details)

Uploaded Nov 25, 2025 CPython 3.13musllinux: musl 1.2+ ARM64

online_changepoint_algorithms-0.0.5-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (379.1 kB view details)

Uploaded Nov 25, 2025 CPython 3.13manylinux: glibc 2.17+ x86-64

online_changepoint_algorithms-0.0.5-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl (402.9 kB view details)

Uploaded Nov 25, 2025 CPython 3.13manylinux: glibc 2.17+ s390x

online_changepoint_algorithms-0.0.5-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (500.7 kB view details)

Uploaded Nov 25, 2025 CPython 3.13manylinux: glibc 2.17+ ppc64le

online_changepoint_algorithms-0.0.5-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (369.3 kB view details)

Uploaded Nov 25, 2025 CPython 3.13manylinux: glibc 2.17+ ARM64

online_changepoint_algorithms-0.0.5-cp313-cp313-macosx_11_0_arm64.whl (331.6 kB view details)

Uploaded Nov 25, 2025 CPython 3.13macOS 11.0+ ARM64

online_changepoint_algorithms-0.0.5-cp313-cp313-macosx_10_12_x86_64.whl (340.6 kB view details)

Uploaded Nov 25, 2025 CPython 3.13macOS 10.12+ x86-64

online_changepoint_algorithms-0.0.5-cp312-cp312-win_amd64.whl (223.5 kB view details)

Uploaded Nov 25, 2025 CPython 3.12Windows x86-64

online_changepoint_algorithms-0.0.5-cp312-cp312-musllinux_1_2_x86_64.whl (547.5 kB view details)

Uploaded Nov 25, 2025 CPython 3.12musllinux: musl 1.2+ x86-64

online_changepoint_algorithms-0.0.5-cp312-cp312-musllinux_1_2_aarch64.whl (552.6 kB view details)

Uploaded Nov 25, 2025 CPython 3.12musllinux: musl 1.2+ ARM64

online_changepoint_algorithms-0.0.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (379.3 kB view details)

Uploaded Nov 25, 2025 CPython 3.12manylinux: glibc 2.17+ x86-64

online_changepoint_algorithms-0.0.5-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl (402.6 kB view details)

Uploaded Nov 25, 2025 CPython 3.12manylinux: glibc 2.17+ s390x

online_changepoint_algorithms-0.0.5-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (499.7 kB view details)

Uploaded Nov 25, 2025 CPython 3.12manylinux: glibc 2.17+ ppc64le

online_changepoint_algorithms-0.0.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (370.1 kB view details)

Uploaded Nov 25, 2025 CPython 3.12manylinux: glibc 2.17+ ARM64

online_changepoint_algorithms-0.0.5-cp312-cp312-macosx_11_0_arm64.whl (331.4 kB view details)

Uploaded Nov 25, 2025 CPython 3.12macOS 11.0+ ARM64

online_changepoint_algorithms-0.0.5-cp312-cp312-macosx_10_12_x86_64.whl (340.6 kB view details)

Uploaded Nov 25, 2025 CPython 3.12macOS 10.12+ x86-64

online_changepoint_algorithms-0.0.5-cp311-cp311-win_amd64.whl (223.4 kB view details)

Uploaded Nov 25, 2025 CPython 3.11Windows x86-64

online_changepoint_algorithms-0.0.5-cp311-cp311-musllinux_1_2_x86_64.whl (549.3 kB view details)

Uploaded Nov 25, 2025 CPython 3.11musllinux: musl 1.2+ x86-64

online_changepoint_algorithms-0.0.5-cp311-cp311-musllinux_1_2_aarch64.whl (553.4 kB view details)

Uploaded Nov 25, 2025 CPython 3.11musllinux: musl 1.2+ ARM64

online_changepoint_algorithms-0.0.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (380.7 kB view details)

Uploaded Nov 25, 2025 CPython 3.11manylinux: glibc 2.17+ x86-64

online_changepoint_algorithms-0.0.5-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl (403.1 kB view details)

Uploaded Nov 25, 2025 CPython 3.11manylinux: glibc 2.17+ s390x

online_changepoint_algorithms-0.0.5-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (500.6 kB view details)

Uploaded Nov 25, 2025 CPython 3.11manylinux: glibc 2.17+ ppc64le

online_changepoint_algorithms-0.0.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (370.4 kB view details)

Uploaded Nov 25, 2025 CPython 3.11manylinux: glibc 2.17+ ARM64

online_changepoint_algorithms-0.0.5-cp311-cp311-macosx_11_0_arm64.whl (332.7 kB view details)

Uploaded Nov 25, 2025 CPython 3.11macOS 11.0+ ARM64

online_changepoint_algorithms-0.0.5-cp311-cp311-macosx_10_12_x86_64.whl (341.7 kB view details)

Uploaded Nov 25, 2025 CPython 3.11macOS 10.12+ x86-64

online_changepoint_algorithms-0.0.5-cp310-cp310-win_amd64.whl (222.9 kB view details)

Uploaded Nov 25, 2025 CPython 3.10Windows x86-64

online_changepoint_algorithms-0.0.5-cp310-cp310-musllinux_1_2_x86_64.whl (549.4 kB view details)

Uploaded Nov 25, 2025 CPython 3.10musllinux: musl 1.2+ x86-64

online_changepoint_algorithms-0.0.5-cp310-cp310-musllinux_1_2_aarch64.whl (553.8 kB view details)

Uploaded Nov 25, 2025 CPython 3.10musllinux: musl 1.2+ ARM64

online_changepoint_algorithms-0.0.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (380.6 kB view details)

Uploaded Nov 25, 2025 CPython 3.10manylinux: glibc 2.17+ x86-64

online_changepoint_algorithms-0.0.5-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl (403.0 kB view details)

Uploaded Nov 25, 2025 CPython 3.10manylinux: glibc 2.17+ s390x

online_changepoint_algorithms-0.0.5-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (502.0 kB view details)

Uploaded Nov 25, 2025 CPython 3.10manylinux: glibc 2.17+ ppc64le

online_changepoint_algorithms-0.0.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (370.9 kB view details)

Uploaded Nov 25, 2025 CPython 3.10manylinux: glibc 2.17+ ARM64

File details

Details for the file online_changepoint_algorithms-0.0.5.tar.gz.

File metadata

Download URL: online_changepoint_algorithms-0.0.5.tar.gz
Upload date: Nov 25, 2025
Size: 38.1 kB
Tags: Source
Uploaded using Trusted Publishing? Yes
Uploaded via: maturin/1.10.2

File hashes

Hashes for online_changepoint_algorithms-0.0.5.tar.gz
Algorithm	Hash digest
SHA256	`33b5f98403acacfc6b9362d59909f6d24bb214b8285931b4e9fb26dc03b00286`
MD5	`92090d55db2d4d3d441cef66db4032f7`
BLAKE2b-256	`4d0cc62a5dfe41c26f510932019c43c1ba554052ed447b5533cfb8f1fe2f6b5f`

Algorithm	Hash digest
SHA256	`90150c3aa50e5b344f43663f65990a42a0effac3ae5d282f65a502fe7f19c00f`
MD5	`82bc43fd02b3a60f3131e9c5451ff6ee`
BLAKE2b-256	`ca093c8ed68ae37c639538ef1260eb72d02c44e16128e64ff90b64b17fed450d`

Algorithm	Hash digest
SHA256	`157b92b37160a58d57d2e6a859daf2c20641849cfa9bdb195e3bcbb27f9e0cbf`
MD5	`98075d44840f8d3bf7b4b8deab67aa54`
BLAKE2b-256	`4a93e8b6d62a223d3c02fef1bf9f0aa11e4bad923c6107eb3ccd00cbdeaeaf98`

Algorithm	Hash digest
SHA256	`107aed1baa6527271432ad8fc2fe66ae8f87eb7b52bd7fbde7cd29bf416f8ee2`
MD5	`8ee7f440d90cb731a951b1a3ac8487c5`
BLAKE2b-256	`aa80e353420c746f643d6e570e715fb58c19ece142d1c17be56c5d664fefbebd`

Algorithm	Hash digest
SHA256	`bcc4f1679dfacbe7f962a96d10aa93fec928bf47ddfa19e431650d1b285921c6`
MD5	`016cfa879873e7a99297e55d091bcf8b`
BLAKE2b-256	`976fd215b55276980d84b1e3fc69c4946151ca15a6a41bc573e4e92b23e7c1d0`

Algorithm	Hash digest
SHA256	`1be318cfe22681966775cdfa48aeb4730e54c40514f6c3e47e54e012b073a3b2`
MD5	`06ccaf28b1b896285811fa9cf08062ab`
BLAKE2b-256	`c779e0d303f3bcd5c8c54dd80e67587d37bf94e87a581403a07be7031721e8b1`

Algorithm	Hash digest
SHA256	`094595aa239adfc5ac192217680844724d0649a7c755a3172027d43bf25de249`
MD5	`0e2adcd2352a6bb580377863f94da1fe`
BLAKE2b-256	`ea8c1a87683b12f80ab7dab65a512fbe80e3adff3fb568c90c83711fd326328b`

Algorithm	Hash digest
SHA256	`506f7aff42476aa48d8f3a86bb3b194f9e84d70824b6e4f52ed97371af4d7696`
MD5	`72f84284bc3a8db2f4d3c6c74e7ec03e`
BLAKE2b-256	`22b2c96e67b6007edb00cf58b0117f2a179a500373c6ca51033e4b0d310d2eff`

Algorithm	Hash digest
SHA256	`4eb500809694b642bc3e1377578e7ed176ea281e136803dd538621ecb709db75`
MD5	`1bef93c38c4c4ba53e599ca03da8c034`
BLAKE2b-256	`f6b7f47038012c47f08747333ff7245889657bccdfed512fbd0630e5ba0de626`

Algorithm	Hash digest
SHA256	`ee56104e4f70e2fe3b1d118997493f3c0e1750123d779afa64df75f18326f7ca`
MD5	`c4d92585e2f33d2786c3042419d70cff`
BLAKE2b-256	`9c30408a85367f9bfac389efaf101d29100ac3f45e85dab6bf27176fffbe344c`

Algorithm	Hash digest
SHA256	`e268bf8f648e9c4bd377aad1a7ef29e9869481a43a03eb4ed23a6993fab9fe5e`
MD5	`61a655c9911e7810caf72e2aa5e29a5d`
BLAKE2b-256	`54ec46ba90ef0792353838c9d8680b4d12d6d984b1a8cf2eeeee355732611f91`

Algorithm	Hash digest
SHA256	`b20e0d83a160ee213ece30b09fcbe15c3f224c531f24b4921153b13396c7ee7d`
MD5	`e0fee1a5cc8f8e602f90cedd6944d705`
BLAKE2b-256	`98da85581deb0c218ec4626c8e5a035de8a5b74bec8ad0d6ddc4b56c60b02610`

Algorithm	Hash digest
SHA256	`b2e01141887fbb2fe7d5c2d265252974c72dae314569a0b69ec808aae581d553`
MD5	`ac81190d80fa48057a458415bb4183d6`
BLAKE2b-256	`839a1ca424b36ab199f5deb6c2125e4e43e38375bf9032caa86ef128d1860e37`

Algorithm	Hash digest
SHA256	`9e1768af1b5215abe1a73458558a9ed5756900a1e7c23001c81a0f98406108eb`
MD5	`dfaa2a79b988ec692db22081ad62e306`
BLAKE2b-256	`5f1924cc6b7412400453cf3074321910a9066db3d464551395b6f5f76a6d16d3`

Algorithm	Hash digest
SHA256	`e74e11957687df6e9212b69401cf1ff79d3a76e87ce1fb4278aafb36000f20ac`
MD5	`e3f092c4b25c64e03ca0085a2554c1cb`
BLAKE2b-256	`8f90668f8c6bb967f5aefc5e0bdf633d3cb7e0ee6abba5530ed6c73a2f3cbf74`

Algorithm	Hash digest
SHA256	`8956e75f478612b3b0f3241cfed2911c28a665c00387727c8fd0c95a6f639205`
MD5	`ec9759f9b99a027880131fba5f8b1809`
BLAKE2b-256	`5fb3f48facd205df3b80e0ea737dd5cc16aae4926a137d84a298c39dcd6c22e2`

Algorithm	Hash digest
SHA256	`69135c15495212d9d62ac22dd039b240ddfc03a5d4e815527a683e2e428ffbd8`
MD5	`1ddac6e0103eeb53fa26456382658ba7`
BLAKE2b-256	`070640ed81602ca00e504159c49756d380a5ba6202f25c78411703a485b7c0e3`

Algorithm	Hash digest
SHA256	`c6deeebaceb90518f1ec25c6521459c34f42618ffd33f1a7c6e29a66758786d1`
MD5	`81413860fc78bd2730f912de33e55ab6`
BLAKE2b-256	`40d84981f0452ec3154d0dd803a0fa70eaea47de735c671bac9c62abc85d368a`

Algorithm	Hash digest
SHA256	`bd40d32655be74ed2a5ea03fbc851e3e17ab0ef4b8c1cff81e674032ce88f12a`
MD5	`4e5ffa11a020d8ff03fefe520cab6a02`
BLAKE2b-256	`7603dfb02daa7691c49adec7933d8f776da7f2d010bb7c0957e3c1316a3e9a59`

Algorithm	Hash digest
SHA256	`7b6407d3ee61e70808115f5d9151a90a741046f0d79dd83fe2a1123ca9514dcd`
MD5	`bc25a43a57d04efd45d276b4b362f1c7`
BLAKE2b-256	`52b304850167256a0aeca736b29bf1dcdf85303433ae127167114f7929befa36`

Algorithm	Hash digest
SHA256	`e800168229c31995034040b3922186c0f268b6bcf8517cbfe05f48b70aca1f40`
MD5	`2d50838ba438e6d2d29f4af5431ee8c8`
BLAKE2b-256	`09178f93e877df7a118e90dfebe4282dde9233ab03ddc868f7754076b1542e33`

online-changepoint-algorithms 0.0.5

Navigation

Verified details

Maintainers

Unverified details

Meta

Classifiers

Project description

online-changepoint-algorithms

Citation

Bibtex

Project details

Verified details

Maintainers

Unverified details

Meta

Classifiers

Release history Release notifications | RSS feed

Download files

Source Distribution

Built Distributions

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

Algorithm	Hash digest
SHA256	`ae64a015adb625a00df97ab06d434355fe64240d22c773b1445160d1048f5bcc`
MD5	`9203c5bcca8e58589e7108579e48437f`
BLAKE2b-256	`514be94c851db5a26e467b4864a174dc1895f8e5e90c2de3cf7a16abd48cd235`

Algorithm	Hash digest
SHA256	`a92acc480bf75db73139ee3a328562df65fd639aefed9eab1dccf5c77118b707`
MD5	`a310e712f006eb4b16f2b39fa57d7dbb`
BLAKE2b-256	`dde1b7d33fc801282d5168a76b739e2db0f81c9c18dfb63d87ce3481ab3cee77`

Algorithm	Hash digest
SHA256	`0282519313a8ee7ebe5ac8a567422b2105cc2b871bba85a025cd9f40e8b14713`
MD5	`1b8bab07d4c813ca8d1f8d4c05675e2d`
BLAKE2b-256	`efb5bafc7e4049eaf940417a93fb9173efcc8997cf0e9bcb2b56e03af1a42599`

Algorithm	Hash digest
SHA256	`c1b37b47c3866aa357ed0e31d598aaca3d28634098bfe17b323910359b97a9fa`
MD5	`7e2d2dd16a89370f64776cee0ba06942`
BLAKE2b-256	`cb74df68239f9ddeb0ceaa3db09b6e278eceb19469e5d78be7544ef402e74276`

Algorithm	Hash digest
SHA256	`1465710bc94b99fb4456512a45aa6e3c75070d56eb2e310547634b1b8fe9eff6`
MD5	`573a1175662111e637e0b55777042632`
BLAKE2b-256	`859593315f61c2bac76ea3a037d645881a277215385dcb60844cfa672681c015`

Algorithm	Hash digest
SHA256	`ad9ff8000512eeb4b0cfedc56f5007ec9cdc84a74119c6942ffd35c004c2dac1`
MD5	`fcf1b0b74cd56676660b8766c054fa79`
BLAKE2b-256	`0a18c237d830faa2f6527110341a5d0899f467a6b4f202d47224dc1ebd508189`

Algorithm	Hash digest
SHA256	`d6d5c655ffd720f2209acf4f34b7033863c30489799b05ee7cb3266b495f806a`
MD5	`99874b5e9356386a62af1f7c2760d2ab`
BLAKE2b-256	`be102c4424aaea58a1681386c5477aed9ba975e6c38cdd2a4becc8d083809de4`

Algorithm	Hash digest
SHA256	`ef906b8252aad4ebc1411fd61176a683e6a46f651adc75a0cdc130fbcf8b7457`
MD5	`ed782ebf715c3aaa75d4bc3a1f9d744d`
BLAKE2b-256	`0fdc85006061cc89910dd8c8226327aa718050a0c46d71d327d130b9737a7d1d`

Algorithm	Hash digest
SHA256	`b29f56a7b7a3eb5836206cc21a38aa4123f1233eda2693489486d2bf23289b76`
MD5	`5d3109fa8e421750b9d9d13812ddab28`
BLAKE2b-256	`3860ed6e815373c7a5bedca26ff2e216c02956675b3a77701541636d73258dd2`

Algorithm	Hash digest
SHA256	`3ef350e072b268cdef562cbd8d454a35195c7d1e0cfef52bd3e5f84d27972a7b`
MD5	`0d14d9252b40979adb4ae16c97a06e64`
BLAKE2b-256	`3a418ba56b0143d611d0b988d14c5113cce087fe7b16de1707adec0f1845c6cf`