None

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for magland from gravatar.com magland

Unverified details

These details have not been verified by PyPI
Project links
Meta

Project description

isosplit6

Isosplit is a non-parametric clustering method that does not require adjustable parameters nor parametric assumptions about the underlying cluster distributions. The only assumption is that clusters are unimodal and separated from one another by hyperplanes of relatively low density. The technique uses a variant of Hartigan's dip statistic and isotonic regression in its kernel operation.

Motivation: Many clustering algorithms require the tuning of parameters for each application or dataset, making them unsuitable for automated procedures that involve clustering. Some techniques require an initial estimate of the number of clusters, while density-based techniques typically require a scale parameter. Other parametric methods, such as mixture modeling, make assumptions about the underlying cluster distributions.

Isosplit is used by the MountainSort spike sorting algorithm.

preprint

Installation and usage

pip install isosplit6

from isosplit6 import isosplit6

# Prepare a N x M Numpy Array
# N = number of observations
# M = number of features
features = ...

cluster_labels = isosplit6(features)

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for magland from gravatar.com magland

Unverified details

These details have not been verified by PyPI
Project links
Meta

Release history Release notifications | RSS feed

This version

0.1.4

0.1.2

0.1.1

0.1.0

Download files

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

Source Distribution

isosplit6-0.1.4.tar.gz (26.2 kB view details)

Uploaded Source

Built Distributions

isosplit6-0.1.4-cp311-cp311-win_amd64.whl (86.4 kB view details)

Uploaded CPython 3.11 Windows x86-64

isosplit6-0.1.4-cp311-cp311-win32.whl (75.8 kB view details)

Uploaded CPython 3.11 Windows x86

isosplit6-0.1.4-cp311-cp311-musllinux_1_1_x86_64.whl (653.4 kB view details)

Uploaded CPython 3.11 musllinux: musl 1.1+ x86-64

isosplit6-0.1.4-cp311-cp311-musllinux_1_1_i686.whl (715.2 kB view details)

Uploaded CPython 3.11 musllinux: musl 1.1+ i686

isosplit6-0.1.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (140.5 kB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ x86-64

isosplit6-0.1.4-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl (157.6 kB view details)

Uploaded CPython 3.11 manylinux: glibc 2.17+ i686

isosplit6-0.1.4-cp311-cp311-macosx_11_0_arm64.whl (100.1 kB view details)

Uploaded CPython 3.11 macOS 11.0+ ARM64

isosplit6-0.1.4-cp311-cp311-macosx_10_9_x86_64.whl (119.6 kB view details)

Uploaded CPython 3.11 macOS 10.9+ x86-64

isosplit6-0.1.4-cp310-cp310-win_amd64.whl (85.6 kB view details)

Uploaded CPython 3.10 Windows x86-64

isosplit6-0.1.4-cp310-cp310-win32.whl (74.9 kB view details)

Uploaded CPython 3.10 Windows x86

isosplit6-0.1.4-cp310-cp310-musllinux_1_1_x86_64.whl (652.8 kB view details)

Uploaded CPython 3.10 musllinux: musl 1.1+ x86-64

isosplit6-0.1.4-cp310-cp310-musllinux_1_1_i686.whl (714.0 kB view details)

Uploaded CPython 3.10 musllinux: musl 1.1+ i686

isosplit6-0.1.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (139.1 kB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ x86-64

isosplit6-0.1.4-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl (156.2 kB view details)

Uploaded CPython 3.10 manylinux: glibc 2.17+ i686

isosplit6-0.1.4-cp310-cp310-macosx_11_0_arm64.whl (98.9 kB view details)

Uploaded CPython 3.10 macOS 11.0+ ARM64

isosplit6-0.1.4-cp310-cp310-macosx_10_9_x86_64.whl (118.2 kB view details)

Uploaded CPython 3.10 macOS 10.9+ x86-64

isosplit6-0.1.4-cp39-cp39-win_amd64.whl (85.2 kB view details)

Uploaded CPython 3.9 Windows x86-64

isosplit6-0.1.4-cp39-cp39-win32.whl (74.9 kB view details)

Uploaded CPython 3.9 Windows x86

isosplit6-0.1.4-cp39-cp39-musllinux_1_1_x86_64.whl (652.7 kB view details)

Uploaded CPython 3.9 musllinux: musl 1.1+ x86-64

isosplit6-0.1.4-cp39-cp39-musllinux_1_1_i686.whl (714.1 kB view details)

Uploaded CPython 3.9 musllinux: musl 1.1+ i686

isosplit6-0.1.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (139.2 kB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ x86-64

isosplit6-0.1.4-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl (156.5 kB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ i686

isosplit6-0.1.4-cp39-cp39-macosx_11_0_arm64.whl (98.9 kB view details)

Uploaded CPython 3.9 macOS 11.0+ ARM64

isosplit6-0.1.4-cp39-cp39-macosx_10_9_x86_64.whl (118.3 kB view details)

Uploaded CPython 3.9 macOS 10.9+ x86-64

isosplit6-0.1.4-cp38-cp38-win_amd64.whl (85.6 kB view details)

Uploaded CPython 3.8 Windows x86-64

isosplit6-0.1.4-cp38-cp38-win32.whl (74.8 kB view details)

Uploaded CPython 3.8 Windows x86

isosplit6-0.1.4-cp38-cp38-musllinux_1_1_x86_64.whl (652.6 kB view details)

Uploaded CPython 3.8 musllinux: musl 1.1+ x86-64

isosplit6-0.1.4-cp38-cp38-musllinux_1_1_i686.whl (713.8 kB view details)

Uploaded CPython 3.8 musllinux: musl 1.1+ i686

isosplit6-0.1.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (139.0 kB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ x86-64

isosplit6-0.1.4-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl (156.0 kB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ i686

isosplit6-0.1.4-cp38-cp38-macosx_11_0_arm64.whl (98.8 kB view details)

Uploaded CPython 3.8 macOS 11.0+ ARM64

isosplit6-0.1.4-cp38-cp38-macosx_10_9_x86_64.whl (118.1 kB view details)

Uploaded CPython 3.8 macOS 10.9+ x86-64

isosplit6-0.1.4-cp37-cp37m-win_amd64.whl (85.9 kB view details)

Uploaded CPython 3.7m Windows x86-64

isosplit6-0.1.4-cp37-cp37m-win32.whl (75.7 kB view details)

Uploaded CPython 3.7m Windows x86

isosplit6-0.1.4-cp37-cp37m-musllinux_1_1_x86_64.whl (654.4 kB view details)

Uploaded CPython 3.7m musllinux: musl 1.1+ x86-64

isosplit6-0.1.4-cp37-cp37m-musllinux_1_1_i686.whl (714.0 kB view details)

Uploaded CPython 3.7m musllinux: musl 1.1+ i686

isosplit6-0.1.4-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (139.8 kB view details)

Uploaded CPython 3.7m manylinux: glibc 2.17+ x86-64

isosplit6-0.1.4-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl (158.0 kB view details)

Uploaded CPython 3.7m manylinux: glibc 2.17+ i686

isosplit6-0.1.4-cp37-cp37m-macosx_10_9_x86_64.whl (118.0 kB view details)

Uploaded CPython 3.7m macOS 10.9+ x86-64

File details

Details for the file isosplit6-0.1.4.tar.gz.

File metadata

  • Download URL: isosplit6-0.1.4.tar.gz
  • Upload date:
  • Size: 26.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.6

File hashes

Hashes for isosplit6-0.1.4.tar.gz
Algorithm Hash digest
SHA256 a5d60ef34687a5418151105c288253f4be15086c63f17d3e8d61f8e6d1ae34c8
MD5 c737a42d885be5a0f6de6adc7d165a72
BLAKE2b-256 655d3e56dc1d994dd51ecf50669dfa6ca8497a1b7c8866198d65c331a687f49b

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 87ae9eca2a738e41feff98509e88341c3b339559cb9457dcb8927c0ca8710f89
MD5 fe2455f98acfa9f5db39b9cc2f015387
BLAKE2b-256 eb203d28b589a4b6695615326f33820919e7db9fcc5b07a04354f038c853617f

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp311-cp311-win32.whl.

File metadata

  • Download URL: isosplit6-0.1.4-cp311-cp311-win32.whl
  • Upload date:
  • Size: 75.8 kB
  • Tags: CPython 3.11, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.6

File hashes

Hashes for isosplit6-0.1.4-cp311-cp311-win32.whl
Algorithm Hash digest
SHA256 80709a4a90f7cca563198a1568c89507dd35401abfadc5bb48a53248d44297b7
MD5 63c9bb5bc06258eeb7ca715351eaa546
BLAKE2b-256 b02afe8d9ba4cd2e5e0795fc71e274eff2c9a05e4987861e29e121d0383989b3

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp311-cp311-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp311-cp311-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 1151196b5a4457f4c081f37ce967b8fa80d28d36017df1ab38f2c9c3d195bd09
MD5 3f23e6d934facbfaa8712143c9294737
BLAKE2b-256 114248557708784d5c0d77135059a1372364eaaaa6dd950ecc3ed85593f8023e

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp311-cp311-musllinux_1_1_i686.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp311-cp311-musllinux_1_1_i686.whl
Algorithm Hash digest
SHA256 2f23c5006fe77be65703ae9f88ddbf14d3434bb9ad67449217bf94243ea2612f
MD5 1b9c89b0026b10d90f68a56ad5a6e3ae
BLAKE2b-256 5834f40911fd60570b440f954feed58dc1054a3b88a0be974b8e6a926c2ad37c

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 c42b80d679520060bb2655ad701b4959435f45cb1e460a8a3e88f09520c3079e
MD5 1ac066914a8edd73558c286c0f8104da
BLAKE2b-256 5a3358749cc487bca4cdfd014a6b9cb4d1486c4ff36fe49d298cfe1aa97d7fd9

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 b74f4705b7f2ae5c090be435aea256bd36569651eb41289d29e2133475942e95
MD5 2cf0d45e07185b7ef4914f5d840e30dc
BLAKE2b-256 a5390e2418f9da90dc3d99609b419f3ab8040e54bcbb6310c368a81d431ae5bf

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 b7b09e2c80738d07ed686217c2734c3dd537f2c80faaa310b818318a355c1b15
MD5 128b456c984a2bbc1086513d7fc20c8c
BLAKE2b-256 bc5f1051e92df557ebeb382c5db9030a15fa4b93ac3287d6a8ad52470279b752

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 1799ce8af0e901a42243dc38e476add55769c05234ff53c813e3345c76675786
MD5 4f25fc1835e2af8a3cba9dcdc510909e
BLAKE2b-256 1901719922413f5a51a249c6bf5d8e70de4166e6a08fb9d698f4d01a0af59a26

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 e80e0d6a511617f572ac001597a4dda55739e7832a1b7fe616a72ffb366315ce
MD5 0431a802046fdc935bd9c47a07a256a4
BLAKE2b-256 ca253f9ee5208e6a0eb153ce4b1ec2794aef3c25729ea2b9ab955a4d9f41733a

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp310-cp310-win32.whl.

File metadata

  • Download URL: isosplit6-0.1.4-cp310-cp310-win32.whl
  • Upload date:
  • Size: 74.9 kB
  • Tags: CPython 3.10, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.6

File hashes

Hashes for isosplit6-0.1.4-cp310-cp310-win32.whl
Algorithm Hash digest
SHA256 7f60b73dc45892a55598e84551d2a8d1ff761e2012423b58fe0d363ad01c6113
MD5 061db5c392d0f94cbb5a3f4c781da496
BLAKE2b-256 6a8f50daac040f837956835447e1b5a4fb04e486255460d9d8ba5218e84b7d72

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp310-cp310-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 e7d434cd77a0b4a38d7b31e550ccaefa0b456982b25205d4dcd25516946cbb13
MD5 16ac5f2a15de631debe884d322cb92b5
BLAKE2b-256 a3cbaca72aa2578b01fb27068f90e52f1864814f75460027e83fe2112da56901

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp310-cp310-musllinux_1_1_i686.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp310-cp310-musllinux_1_1_i686.whl
Algorithm Hash digest
SHA256 07af8e8de27cf5caabcf187d2191b90a1ad6ee52d22ef7b49d81718caf5a6cbf
MD5 743a969b3146afa2203797485f6b18e1
BLAKE2b-256 0df8320fe525224185112fe63a4251badeba3d46e460a7bf781e3b80f2c79e7e

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 4f4eb20ed8ca8ba7ab856a41250abfdd3d02c7303688c5a86a19aa27d3e91f4e
MD5 7c4a494cdd331e3aaa523a225a4ac76b
BLAKE2b-256 c00aff00073ce99249ff910fba7a552ffd750e9afdb03fb5e944d8d8f1b65e29

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 282ea82cb3afde60a75161a2767dcc375153141d49ba352ab7ef0d704e2ef32d
MD5 3c2ee1e70d7d2244227338a52f820cc0
BLAKE2b-256 8b2d6b1b15809d2a5e0224971b6ead96739ff3884fa0c49036e46205ab2041b7

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 e140d121066effb89d4f0e7288c721b540feeb91f044e4e0b20b365b7b0ea661
MD5 742426ca198f34edbadf5dd55d83deff
BLAKE2b-256 1418287ef207c2d3d86241d88432fdba3ecb1c464fc71401b175b800f6e5af2a

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 54ae3ea8e05d4ce4d33e3edb7391ca4f82b2e8df863cfa67a81637d284b93d1f
MD5 0848fc2b334b5e4ba153671d7811e919
BLAKE2b-256 ca4e629ee5ab0c3f2dbc9f4b82f81b8e0ab32602f97f790945143ead619776ce

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: isosplit6-0.1.4-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 85.2 kB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.6

File hashes

Hashes for isosplit6-0.1.4-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 f6bee9e3c8607352f18effd143c347340a380d6b020692f47418f25a4a882366
MD5 c90992dbf7a33022d694f1c30cc36d43
BLAKE2b-256 76e45b1c52364fa60654d74e73fa625e159ff285f92821fe55a8b5addc84b536

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp39-cp39-win32.whl.

File metadata

  • Download URL: isosplit6-0.1.4-cp39-cp39-win32.whl
  • Upload date:
  • Size: 74.9 kB
  • Tags: CPython 3.9, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.6

File hashes

Hashes for isosplit6-0.1.4-cp39-cp39-win32.whl
Algorithm Hash digest
SHA256 8b6c32b960965447e01a5dd21f280fdc5679c21f97698a9c17c1515e89de9fda
MD5 7f0bd08f8c4cd9a75af6e7180bfad596
BLAKE2b-256 80aea26f56017b145572186d4e51232f6bf7d063abc9604f6deb89e0a30961fd

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp39-cp39-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 372bd4d8206628285b5475e2c793ab9d4e22cb4abd02998a7a7dc8d5afea8ea4
MD5 adb0fa6b186009e72f7ffce08b12be7e
BLAKE2b-256 23a9ffc45b5585ba98f5aef98ee65aa0cc09bbc3764e9ec71e2d9695cb2f682c

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp39-cp39-musllinux_1_1_i686.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp39-cp39-musllinux_1_1_i686.whl
Algorithm Hash digest
SHA256 f3f4c9bd55ebec2f8fb84bbea2efe8e51732ec2cf4277b8ad698ce3398ef85ff
MD5 eb9d0bbddc1f30af2d556f15f0d575ef
BLAKE2b-256 2853282c2c194aaefb2d3cf2e944d1d07cda2163eb73a839b22842fc4fafba95

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 ddbbd2efdabd86d59159a59bba578d337ecf75dfc57c703a3b9b037edc9cfaae
MD5 ea1663e988289b289ef4f8835e2a8478
BLAKE2b-256 bf71c96ed6f6477e73a8e57bec14289f9ebfdf555a40775189bf69eb1c7f143b

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 5b195d6057a3f7e4da5e0e9c84230d24f7a2eaff7018c1d880b8cd87cc1f46c1
MD5 891d3b3d54c671a8db97790c8b4bf884
BLAKE2b-256 208e56b358089edbb99daf0f04f3c9feaffbe3400a21522a293bb6a3e4808ff9

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 96a7bdf86e99aedb0d1f4e257375d230159c4c34c60b6c117a3c7f7f025f4cdf
MD5 2768f12b2005d2ba644e4eaae06a7e84
BLAKE2b-256 fbcf4febb85b73ef16e4305afbced7b99a23407699531f9423ce002c5214262c

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp39-cp39-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 00c862372782357b141e7ca8505cb1bfac8c3b01da2eb05d51c4bd5e1c5f9ac3
MD5 7a9a8747644ec41c4f5d4f3ca503b4a0
BLAKE2b-256 9998a016ed9da57558a797c14acbb89e2fae8a8d5f5dfccddc5fd4fbf3f1584e

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: isosplit6-0.1.4-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 85.6 kB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.6

File hashes

Hashes for isosplit6-0.1.4-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 99809d8844c96f0025661322769863bbd1a5cc762cc9e70e366f4360ec6c6423
MD5 ef545ddf997a93c3c97340780b7dd2b9
BLAKE2b-256 dd671b658bb9c13e045e4fcc78794dde221799d628c5c56da7771a30e4228558

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp38-cp38-win32.whl.

File metadata

  • Download URL: isosplit6-0.1.4-cp38-cp38-win32.whl
  • Upload date:
  • Size: 74.8 kB
  • Tags: CPython 3.8, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.6

File hashes

Hashes for isosplit6-0.1.4-cp38-cp38-win32.whl
Algorithm Hash digest
SHA256 5b1babd31f71f947a5c66714aa02af3a168cfdab5750cd56f253a186727e5deb
MD5 82a556061f31d141887ce0815fff1a65
BLAKE2b-256 e3c09fffb484561c93078b8f41b81b68a5c3387bcad107be50b852a752b917af

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp38-cp38-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 55cba83f90271bb189b8d0d8a79bed69eb53e2cb66bcd7ad0a1b1879be279651
MD5 fbc2248ce7c6a9da579e56118f5a8461
BLAKE2b-256 7debb947e406f675c4f86b15a68d45a949dc6d60dfd8d6a09b13347231ee4948

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp38-cp38-musllinux_1_1_i686.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp38-cp38-musllinux_1_1_i686.whl
Algorithm Hash digest
SHA256 36d6ded4685fcfe1ddcb7ecc76fec61089d4f221e32f5a1ef57417c18f5cf6c4
MD5 629d6d030274f5658f18baaf80c721fa
BLAKE2b-256 ff8d21a5b50439ae64ecbf533b46bbeee236d610ededa31debc5e0a4e32cf0ea

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 f2defe101bc09eb73d5011f34733920c04a501d5231ac8f5568e02aa71b177a4
MD5 ba06dafd63877002b6d35d9c3a6b1a3d
BLAKE2b-256 275482d5c6f5740ab350e6e5deb0e582a92046694b310ef81f820b61e5f1912b

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 80f1059705d38d7d93ce15cf027049f9df40ec0d740388f9187a8fe4fb315ce4
MD5 841e356cc835b345c3a5f2159b5323ff
BLAKE2b-256 0473c69dba80580d396acfa6265106bd9e31288fe921f1d94f0b679cfccfc761

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 1c009812663c05c740121738dd7740db06586b24d3a28b604100b2c0ae8fff01
MD5 fae117644da5a753d262cbbdb5346ee1
BLAKE2b-256 a0ac3d40f325053f0963b7a97c157318fb9929a3a3a2209e794d32bbefcb75da

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp38-cp38-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 8579c5165c047724c1a07fb78d8203ab6d9fcdb5bdb1f0e02fce48ea17a9df63
MD5 7e481f6260854fb7017f25d945bea854
BLAKE2b-256 45538169156daedee05996411b5a58c2b5c6f57865b75fcc5fbe9b19f5e24aab

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp37-cp37m-win_amd64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 c0aa7ba8aa272e1a4b5e98ae4e7fbd232dca0242f40015f497937d5d3636a1ac
MD5 fb8024a8a2f6f38b346417f8d96bff20
BLAKE2b-256 19a36d907c08457f38cce9b58341cae3e5e24c90bf75dc4511e1af8f6bc96b92

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp37-cp37m-win32.whl.

File metadata

  • Download URL: isosplit6-0.1.4-cp37-cp37m-win32.whl
  • Upload date:
  • Size: 75.7 kB
  • Tags: CPython 3.7m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.6

File hashes

Hashes for isosplit6-0.1.4-cp37-cp37m-win32.whl
Algorithm Hash digest
SHA256 8dbd8e07575891fc979de64f3e7fd8e62b29ad4d3d676a943aa3c7b11515bbe1
MD5 bbd783ebffe11ea670a1406fa49b185c
BLAKE2b-256 9a63c770441753478710455b5c0c6cd86dc47cffed2861f9a27740e9957e796a

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp37-cp37m-musllinux_1_1_x86_64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm Hash digest
SHA256 2337434b4a42fa632457bdd445281189b8fb5a073e2cabaad5b3c020e495a9b4
MD5 b45d776be0ca2f2bb20999840fecba24
BLAKE2b-256 d277c97cf742a879e97c10084412370da5c4adf570a55648bde8438dc5771aed

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp37-cp37m-musllinux_1_1_i686.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm Hash digest
SHA256 5f1638d52490427df5ec72c1464f2b98cd18c8a7dd165eee14f6a844dbb7a2df
MD5 faa31be57617421477c79defade3885d
BLAKE2b-256 84ec4352f2b6ed3c312a7a675c0c6b02142b16651dfbc60da6a57005083e5f85

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 ef5ef5abec1a5c02bef2452b7ec68bcb6bd7901d0e0edbbceb09f74479cd1180
MD5 e0e95b5f976ec880e01575e5558aaee7
BLAKE2b-256 9b9df104bd12fb1d31ac6104a9c31c538846a6cbc86ef082ed70aadeb3374235

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 64b7483ff1c2f02ccd0d7e8531fa7502ccf120441c4ac18ac14d934879cde06e
MD5 1ad1b020cd40d059b0fe83578bf93bc2
BLAKE2b-256 db13a25660dfc3a81dc22798cd0f2bba49a4fba3dd8f5e0be05dace1d188d152

See more details on using hashes here.

Provenance

File details

Details for the file isosplit6-0.1.4-cp37-cp37m-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for isosplit6-0.1.4-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 b7861398b734c73ce02def15f62757e7e4cebd2002d5489f2123f533a4e4d7f6
MD5 b852e2b0544684b9cf1018bd61abdbce
BLAKE2b-256 c03b528625a2d5ba108610b21cf61ac077dd701c883c57f74f17bb7f33c308f3

See more details on using hashes here.

Provenance

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page