The documentation for Automatic Piecewise Linear Regression is available at https://github.com/ottenbreit-data-science/aplr.

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (10.27.0)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for mathiasottenbreit from gravatar.com mathiasottenbreit

Credits

Author: Mathias von Ottenbreit

License

MIT License (MIT)

Requires

Python >=3.8

Provides Extra

plots

Classifiers

Report project as malware

Download files

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

Source Distribution

aplr-10.24.0.tar.gz (2.8 MB view details)

Uploaded Source

Built Distributions

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

aplr-10.24.0-cp315-cp315t-win_arm64.whl (752.1 kB view details)

Uploaded CPython 3.15tWindows ARM64

aplr-10.24.0-cp315-cp315t-win_amd64.whl (600.9 kB view details)

Uploaded CPython 3.15tWindows x86-64

aplr-10.24.0-cp315-cp315t-win32.whl (543.5 kB view details)

Uploaded CPython 3.15tWindows x86

aplr-10.24.0-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (10.6 MB view details)

Uploaded CPython 3.15tmanylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

aplr-10.24.0-cp315-cp315t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (10.4 MB view details)

Uploaded CPython 3.15tmanylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

aplr-10.24.0-cp315-cp315t-macosx_11_0_x86_64.whl (570.5 kB view details)

Uploaded CPython 3.15tmacOS 11.0+ x86-64

aplr-10.24.0-cp315-cp315t-macosx_11_0_arm64.whl (543.1 kB view details)

Uploaded CPython 3.15tmacOS 11.0+ ARM64

aplr-10.24.0-cp315-cp315-win_arm64.whl (740.3 kB view details)

Uploaded CPython 3.15Windows ARM64

aplr-10.24.0-cp315-cp315-win_amd64.whl (596.3 kB view details)

Uploaded CPython 3.15Windows x86-64

aplr-10.24.0-cp315-cp315-win32.whl (538.3 kB view details)

Uploaded CPython 3.15Windows x86

aplr-10.24.0-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (10.6 MB view details)

Uploaded CPython 3.15manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

aplr-10.24.0-cp315-cp315-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (10.4 MB view details)

Uploaded CPython 3.15manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

aplr-10.24.0-cp315-cp315-macosx_11_0_x86_64.whl (551.1 kB view details)

Uploaded CPython 3.15macOS 11.0+ x86-64

aplr-10.24.0-cp315-cp315-macosx_11_0_arm64.whl (517.4 kB view details)

Uploaded CPython 3.15macOS 11.0+ ARM64

aplr-10.24.0-cp314-cp314t-win_arm64.whl (752.4 kB view details)

Uploaded CPython 3.14tWindows ARM64

aplr-10.24.0-cp314-cp314t-win_amd64.whl (601.0 kB view details)

Uploaded CPython 3.14tWindows x86-64

aplr-10.24.0-cp314-cp314t-win32.whl (543.1 kB view details)

Uploaded CPython 3.14tWindows x86

aplr-10.24.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (10.6 MB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

aplr-10.24.0-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (10.4 MB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

aplr-10.24.0-cp314-cp314t-macosx_11_0_x86_64.whl (570.8 kB view details)

Uploaded CPython 3.14tmacOS 11.0+ x86-64

aplr-10.24.0-cp314-cp314t-macosx_11_0_arm64.whl (542.3 kB view details)

Uploaded CPython 3.14tmacOS 11.0+ ARM64

aplr-10.24.0-cp314-cp314-win_arm64.whl (740.3 kB view details)

Uploaded CPython 3.14Windows ARM64

aplr-10.24.0-cp314-cp314-win_amd64.whl (596.3 kB view details)

Uploaded CPython 3.14Windows x86-64

aplr-10.24.0-cp314-cp314-win32.whl (537.7 kB view details)

Uploaded CPython 3.14Windows x86

aplr-10.24.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (10.6 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

aplr-10.24.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (10.4 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

aplr-10.24.0-cp314-cp314-macosx_11_0_x86_64.whl (551.1 kB view details)

Uploaded CPython 3.14macOS 11.0+ x86-64

aplr-10.24.0-cp314-cp314-macosx_11_0_arm64.whl (516.9 kB view details)

Uploaded CPython 3.14macOS 11.0+ ARM64

aplr-10.24.0-cp313-cp313-win_arm64.whl (716.9 kB view details)

Uploaded CPython 3.13Windows ARM64

aplr-10.24.0-cp313-cp313-win_amd64.whl (579.0 kB view details)

Uploaded CPython 3.13Windows x86-64

aplr-10.24.0-cp313-cp313-win32.whl (523.5 kB view details)

Uploaded CPython 3.13Windows x86

aplr-10.24.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (10.6 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

aplr-10.24.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (10.4 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

aplr-10.24.0-cp313-cp313-macosx_11_0_x86_64.whl (551.7 kB view details)

Uploaded CPython 3.13macOS 11.0+ x86-64

aplr-10.24.0-cp313-cp313-macosx_11_0_arm64.whl (518.7 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

aplr-10.24.0-cp312-cp312-win_arm64.whl (716.8 kB view details)

Uploaded CPython 3.12Windows ARM64

aplr-10.24.0-cp312-cp312-win_amd64.whl (579.1 kB view details)

Uploaded CPython 3.12Windows x86-64

aplr-10.24.0-cp312-cp312-win32.whl (523.5 kB view details)

Uploaded CPython 3.12Windows x86

aplr-10.24.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (10.6 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

aplr-10.24.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (10.4 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

aplr-10.24.0-cp312-cp312-macosx_11_0_x86_64.whl (551.6 kB view details)

Uploaded CPython 3.12macOS 11.0+ x86-64

aplr-10.24.0-cp312-cp312-macosx_11_0_arm64.whl (518.8 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

aplr-10.24.0-cp311-cp311-win_arm64.whl (715.6 kB view details)

Uploaded CPython 3.11Windows ARM64

aplr-10.24.0-cp311-cp311-win_amd64.whl (571.8 kB view details)

Uploaded CPython 3.11Windows x86-64

aplr-10.24.0-cp311-cp311-win32.whl (520.1 kB view details)

Uploaded CPython 3.11Windows x86

aplr-10.24.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (10.4 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

aplr-10.24.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (10.3 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

aplr-10.24.0-cp311-cp311-macosx_11_0_x86_64.whl (545.8 kB view details)

Uploaded CPython 3.11macOS 11.0+ x86-64

aplr-10.24.0-cp311-cp311-macosx_11_0_arm64.whl (512.9 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

aplr-10.24.0-cp310-cp310-win_arm64.whl (714.6 kB view details)

Uploaded CPython 3.10Windows ARM64

aplr-10.24.0-cp310-cp310-win_amd64.whl (570.9 kB view details)

Uploaded CPython 3.10Windows x86-64

aplr-10.24.0-cp310-cp310-win32.whl (519.7 kB view details)

Uploaded CPython 3.10Windows x86

aplr-10.24.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (10.4 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

aplr-10.24.0-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (10.3 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

aplr-10.24.0-cp310-cp310-macosx_11_0_x86_64.whl (544.4 kB view details)

Uploaded CPython 3.10macOS 11.0+ x86-64

aplr-10.24.0-cp310-cp310-macosx_11_0_arm64.whl (511.6 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

aplr-10.24.0-cp39-cp39-win_arm64.whl (717.3 kB view details)

Uploaded CPython 3.9Windows ARM64

aplr-10.24.0-cp39-cp39-win_amd64.whl (571.8 kB view details)

Uploaded CPython 3.9Windows x86-64

aplr-10.24.0-cp39-cp39-win32.whl (520.6 kB view details)

Uploaded CPython 3.9Windows x86

aplr-10.24.0-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (10.4 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

aplr-10.24.0-cp39-cp39-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (10.3 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

aplr-10.24.0-cp39-cp39-macosx_11_0_x86_64.whl (544.5 kB view details)

Uploaded CPython 3.9macOS 11.0+ x86-64

aplr-10.24.0-cp39-cp39-macosx_11_0_arm64.whl (511.8 kB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

aplr-10.24.0-cp38-cp38-win_amd64.whl (380.8 kB view details)

Uploaded CPython 3.8Windows x86-64

aplr-10.24.0-cp38-cp38-win32.whl (319.2 kB view details)

Uploaded CPython 3.8Windows x86

aplr-10.24.0-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (10.1 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

aplr-10.24.0-cp38-cp38-macosx_11_0_x86_64.whl (539.3 kB view details)

Uploaded CPython 3.8macOS 11.0+ x86-64

aplr-10.24.0-cp38-cp38-macosx_11_0_arm64.whl (505.1 kB view details)

Uploaded CPython 3.8macOS 11.0+ ARM64

File details

Details for the file aplr-10.24.0.tar.gz.

File metadata

  • Download URL: aplr-10.24.0.tar.gz
  • Upload date:
  • Size: 2.8 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0.tar.gz
Algorithm Hash digest
SHA256 db6dae82a0e5fba9f949ab04d266165f8d8c5cca06f11cdb6d818c7d8c353e69
MD5 b817b3102c5f422922aaf9425a22508b
BLAKE2b-256 c89a8c051f8d28dcdf824c353a69b38c2c8a5a5d95f2d8d46a9b3ee4f98f0e6a

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp315-cp315t-win_arm64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp315-cp315t-win_arm64.whl
  • Upload date:
  • Size: 752.1 kB
  • Tags: CPython 3.15t, Windows ARM64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp315-cp315t-win_arm64.whl
Algorithm Hash digest
SHA256 434bd3ed726c14ee353c88156e32437a490db5cd15d07e63256045781337037d
MD5 c0e7980fdebc1cdc312a2450a0478b16
BLAKE2b-256 99457cdbf7b5cc8b91a983bf23ef94fed2159a4d1325e2258d0675442397898f

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp315-cp315t-win_amd64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp315-cp315t-win_amd64.whl
  • Upload date:
  • Size: 600.9 kB
  • Tags: CPython 3.15t, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp315-cp315t-win_amd64.whl
Algorithm Hash digest
SHA256 0635379e9e0a4d57a3f517657f25fdf1327c04a0ee0a0f5b6802d7e4b63da509
MD5 ae306096d6b94a16ec800b9b0518cea1
BLAKE2b-256 5b98e6d6d843592990b5da9985664ef320d46776b6b8b85a59c2b35c25cbcc9b

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp315-cp315t-win32.whl.

File metadata

  • Download URL: aplr-10.24.0-cp315-cp315t-win32.whl
  • Upload date:
  • Size: 543.5 kB
  • Tags: CPython 3.15t, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp315-cp315t-win32.whl
Algorithm Hash digest
SHA256 8173d736358c6218c52a558de39ac2d9e8fa95734ad73811fc426e4314df5b02
MD5 81c9ee9b6db294d01b640ab70e0c9e7b
BLAKE2b-256 bf02b644c48327044f82353bfd7a68e31e524fbb35b499c450a638f38e4aa9ae

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 6551608e53e39778a7ccb24a78f091f57a77bc57371dcdcadc11937d3a1efe34
MD5 0b9f40a52989a0b3663777cf02b810f2
BLAKE2b-256 1911178a444c3041a66d80790f95e935b74bfd384d33d43355b7309b4f9e3d4d

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp315-cp315t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp315-cp315t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 94dbe955fd99671ad4fe341c558c37df0dbaefa199e75e9ff954f4cb5adc6b7d
MD5 693f9e4b54f7b5a57b04d3f73de367d2
BLAKE2b-256 2b1345c48ea03d07118a8cb80b69fa3405aeb26700118d09bac2929c2dbb4340

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp315-cp315t-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp315-cp315t-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 530551578c5aa7288d33b47da1b59f0f099fd9ab7304f475e4f53a52a1bc4b77
MD5 b3cadbdbb9ae4fc65d3e22589cfad2de
BLAKE2b-256 b3db7efdc98d3293ed00b81c7da86fc1780c8361c7a0a722661db11f4ca92a48

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp315-cp315t-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp315-cp315t-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 472bf1007c5462967c1b3377a35b8582d0cdcf639f05420a8e4da0125f63f924
MD5 521bd1703efe2429cdbdfbe7c2a6c722
BLAKE2b-256 0096a4fe3e445445183000f663e7db24df981f4797b65b1c843460914fc162d6

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp315-cp315-win_arm64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp315-cp315-win_arm64.whl
  • Upload date:
  • Size: 740.3 kB
  • Tags: CPython 3.15, Windows ARM64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp315-cp315-win_arm64.whl
Algorithm Hash digest
SHA256 97e1ceded352a9d9d2b0ad54ae60220334ced8164eb76f65fd34f263ba5e39c9
MD5 941d5a66ffff92eb082c8935646ec037
BLAKE2b-256 6f7e7aebe4752eddf5346dd67c99810457497f3c840d5e329b64c7d9e8466967

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp315-cp315-win_amd64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp315-cp315-win_amd64.whl
  • Upload date:
  • Size: 596.3 kB
  • Tags: CPython 3.15, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp315-cp315-win_amd64.whl
Algorithm Hash digest
SHA256 601bf27a0686d3c21257e600d3cacbcdbdd9fddbb2691d42dbdc623342382eb5
MD5 f1c8825dde3de2a7e40ce7fd38440553
BLAKE2b-256 dd2ea502d1c0164cf584a1e3c0c386f9aa4556e050630cfd8ba6f4ef228d454d

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp315-cp315-win32.whl.

File metadata

  • Download URL: aplr-10.24.0-cp315-cp315-win32.whl
  • Upload date:
  • Size: 538.3 kB
  • Tags: CPython 3.15, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp315-cp315-win32.whl
Algorithm Hash digest
SHA256 c866a794a407f043b4d00d36bb50be2e5b7f603599baeed41fd4fdda37cf9934
MD5 a9f5a4ff56fa3bcfbb83129b4efbbb2b
BLAKE2b-256 fc4e14aaf3c0d3587415fc2eee9fa2a3b1073ad486cee77a19f2659db9fbaa8c

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 579764ccb4bd5e621ed62d3bbb67fef357148c6471743c6f6676eba57bc13db8
MD5 3e0a3f5ccb78aa59dbbc795a9a16490d
BLAKE2b-256 ee0bf5a6a14fc6d42ac707ee58109014dc3d607e931a7fe25d3ab6af60141a91

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp315-cp315-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp315-cp315-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 b998a5b088d34be22f75fb1a0b1d08f118c4b03ac9434dd3b565512cbc9b6237
MD5 1f0530957eca791ce6d4e85dd2dc8abf
BLAKE2b-256 d4dd64e70a2961bada8b216a73e8822b72c20ca283376620af7e1b1e723d2845

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp315-cp315-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp315-cp315-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 f6a9ba2a9f257e4d4462ff9f4d297eeebae5c0d354e2a8d83b601b3f5cc34edc
MD5 a9b01cc4ca64e08f67d08b36bcc52061
BLAKE2b-256 4a9e8f4293428b37c7ac3139b368a55e2b7d62eca6813bb78cb3d7349eb7a616

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp315-cp315-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp315-cp315-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 720db3de3ee996e6fb6d14221b8a8bd2eae56e51846db1c17105e6601664de1c
MD5 233fe91cd17038acfca9863e5d69ad65
BLAKE2b-256 f8784b72ed7c0446fe191ef2d19396014102c0d8bc5730876caaabf68786c630

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp314-cp314t-win_arm64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp314-cp314t-win_arm64.whl
  • Upload date:
  • Size: 752.4 kB
  • Tags: CPython 3.14t, Windows ARM64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp314-cp314t-win_arm64.whl
Algorithm Hash digest
SHA256 f8b8ee68032075dcad72c5810f859b9a93791f4c3128894702871c6601e6b0d4
MD5 232f4e879a5bef7a58eacdc1a4778811
BLAKE2b-256 6a1c86ddc39294cf27260d56e275ebe7b353759b9d14812790745eca3bc1e653

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp314-cp314t-win_amd64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp314-cp314t-win_amd64.whl
  • Upload date:
  • Size: 601.0 kB
  • Tags: CPython 3.14t, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp314-cp314t-win_amd64.whl
Algorithm Hash digest
SHA256 5466b69e5b6251eae14487171c4b25cd0f6d5c5260d234ec902ea80cad8c2678
MD5 a43a4474c7af4b29e415d8f17d348f52
BLAKE2b-256 52b0183f390a18a15196ab9387b9529f97218d9368ff1043d1488de61c98c5b7

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp314-cp314t-win32.whl.

File metadata

  • Download URL: aplr-10.24.0-cp314-cp314t-win32.whl
  • Upload date:
  • Size: 543.1 kB
  • Tags: CPython 3.14t, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp314-cp314t-win32.whl
Algorithm Hash digest
SHA256 4243a82ec98527593760d17cd8ccb05d53d707020bda471be6846e296cffe22f
MD5 9351567f6569d67a1ae78dae3d1731b1
BLAKE2b-256 1d1ee4211e9a701c7d6fdc40b90103782d9445034fcb328e9577594c3aa14710

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 980bfeab67ecc17d407a9bdf8ddb08bda2673c26acc4deabe693a54c58f50251
MD5 e8bf8c0e7fc10f1bcaf81066cf2f01b4
BLAKE2b-256 70abca156bf166af63720bca4770d8bb41b4db5914101fd88b0963493c45ede6

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 cf453370dbee5dbffc05feed46ebeb216ba64e82a04f658bc35ad1e84228c109
MD5 02efb7629b606e853ff751a9cc222e15
BLAKE2b-256 2ba8706eaf60f166171838e4781cba9744a405019592203a42ea341164365577

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp314-cp314t-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp314-cp314t-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 87b4a8a4f40130a660bbf4d274bffe6143e05c7dc842a4d47e434757ef1bd160
MD5 63eabfd45c517dd9d755ef024997127e
BLAKE2b-256 ca2b18c4db89412ac9d1ad3e4ff5a4c6c6c58a7f3c8955f18b1220df5913906f

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp314-cp314t-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp314-cp314t-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 461228d326bb0c968b1dcb6af0ceb3e8192fd9c3e89b94cbc79ae9ecd0b6c4d5
MD5 a80c1b198971d87012bcf1fa3d457271
BLAKE2b-256 ecd990ee3d3c7852f675e2d286fc28bb3663466458376f03874a1ef8d3e85605

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp314-cp314-win_arm64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp314-cp314-win_arm64.whl
  • Upload date:
  • Size: 740.3 kB
  • Tags: CPython 3.14, Windows ARM64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp314-cp314-win_arm64.whl
Algorithm Hash digest
SHA256 d08a1b40f7518c33570770c970379cbdefe692355e2052c41c4ea6eab99ef45d
MD5 47597619d7834790ca063d5c99a912bb
BLAKE2b-256 98c04e3389e9800d489ae0ad34b9ce2f9079b4dc33f3eecb7b173f5c490f39e9

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp314-cp314-win_amd64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp314-cp314-win_amd64.whl
  • Upload date:
  • Size: 596.3 kB
  • Tags: CPython 3.14, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 7c26cac02d7b61b64089e58681e5ec3b865de462778705a2214c3270b947ed09
MD5 fa96c0bbb33aaf5dc2262b8832bc899f
BLAKE2b-256 8b4867e3c63af37b74a262450e1acc7122516c6938627e97f505f8cab54f3776

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp314-cp314-win32.whl.

File metadata

  • Download URL: aplr-10.24.0-cp314-cp314-win32.whl
  • Upload date:
  • Size: 537.7 kB
  • Tags: CPython 3.14, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp314-cp314-win32.whl
Algorithm Hash digest
SHA256 b2bf626640b7b88b6413ee40c404768a18422f241edf7ab72b92a74850a9d38c
MD5 24dc8ea5f7bb5be2b949b44e1ffef227
BLAKE2b-256 45ab5608c1acdcd966f67e980fc9be8c47f9d1d813d7f0a3f2216d1e9e861108

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 d57aa75d668c6e288e62c83b3bf59a0267e996c1cbf2078f5f40905516af151f
MD5 41dd7100703b2a5da3990a10ba0448e2
BLAKE2b-256 9162a970e77a2b8b33872cfbce9fd6bfa719fc5d6332bb8d94ddd92b52f62be4

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 4d499f6dfead0a44fe697740c536b44ba20b4743fedddc337b4a0b7daf2767ba
MD5 e54c86ef27f28cb69e5e3ab7aac1cab2
BLAKE2b-256 2a1298dd773f6d5a4451dcd42a9d4958045eaf61d8204c367a4861b9c504fabc

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp314-cp314-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp314-cp314-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 f04c28ec3a286bd836278f64de5745ae2d6fa7b0bca4101dfb9696400d85df28
MD5 0ea47c368ef971a0b6dad2fd2b60ccc1
BLAKE2b-256 7c25ec5812b036505a970ccba9c40b1ba07bd4e5a40ce3c6253279ba579e5f01

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp314-cp314-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 7cba05e58682be5a06082ae54c3033d79d759bfc8ca29835de93a010a7be649c
MD5 acc56eb74df94dcf174607b03fdc016e
BLAKE2b-256 5a591f921f441e0113163fae9b4d5c7323da40b045b834c65c029b163b41378a

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp313-cp313-win_arm64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp313-cp313-win_arm64.whl
  • Upload date:
  • Size: 716.9 kB
  • Tags: CPython 3.13, Windows ARM64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp313-cp313-win_arm64.whl
Algorithm Hash digest
SHA256 8c7ab083b8d68f96ca074b6a63ab0f464c65a6df9d019da9e22a854717bc16a2
MD5 7a0269eaf26ef2a7c0282be5dd2805a4
BLAKE2b-256 b6f24d738750921c8a37ca0b96aaa0a730166dcaff86783b364d4b518743ff52

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 579.0 kB
  • Tags: CPython 3.13, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 4d7c75db4f3702065752bcefd20e1277f2ca7abb4845b43224c5b63081ebde7c
MD5 06d1c1eb0947198da04d075c017e1575
BLAKE2b-256 e8cb37aa87540200955cc1571e204fdf39573b8a52b26d9079df10ac1b99f4bc

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp313-cp313-win32.whl.

File metadata

  • Download URL: aplr-10.24.0-cp313-cp313-win32.whl
  • Upload date:
  • Size: 523.5 kB
  • Tags: CPython 3.13, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp313-cp313-win32.whl
Algorithm Hash digest
SHA256 25dadf3d8b0b32a40c294684a7d61d577a09822a717bf328e01d680cfc40fa4a
MD5 955bd4e20f30644de4692ac530833e9e
BLAKE2b-256 12c7a35253c8454b09e3d71751fcc1d49b63e31f27c31f971ab4b600adccc7e3

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 bd7ee7b6d1e74316a9c7d13a52c3dcf48db2c378ae682f10f8d570cfb0d830a3
MD5 dd8b86e35f2e107b9d76053617697d46
BLAKE2b-256 02f45a9a9b3578364e03ec16fc7e0de747ec643684a47efba23427bb4eae102c

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 2d08bf1269c94659217a67d2b9b5f5aaa1f905495061c43a63f0a580fc73d989
MD5 9ade772e9c551f744fb5ddb893c3ea21
BLAKE2b-256 db77b55166b9f49099742d7cfb56023abb4878ace6a694c0cebfca22e7c99489

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp313-cp313-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp313-cp313-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 7f1f1921c93637ba4e67f99ba35d6dc9474084f83eee40bae95fb1dc5ef4d86e
MD5 d51861d5cc99cf3bb0c2edf5bccc1418
BLAKE2b-256 1b7adc47c847026eecdb55b779e2441303d9bddc3fb6f6067eb4b597f95502a2

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 59423c7be5e753e60ac1c3297c9a6e8a98658a7913e04483147e5c7314151bdf
MD5 2b6e106db3c3eda039cc833980b68d98
BLAKE2b-256 92b70001fc4153e44b3d00eefda9738ec54cfa2f99b07993e15294f0ec8a060e

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp312-cp312-win_arm64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp312-cp312-win_arm64.whl
  • Upload date:
  • Size: 716.8 kB
  • Tags: CPython 3.12, Windows ARM64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp312-cp312-win_arm64.whl
Algorithm Hash digest
SHA256 54567cb4982c087ee1778c867f2f09fd7b4661b6160a8e7fd233b8318acbb79d
MD5 7e976b4fb2ee63a1bf2484ed158dfda1
BLAKE2b-256 f84f0306b331f1ab90d7d5f1398c05716a3a46de063e4599a18cb4f17a980710

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 579.1 kB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 1c3a1a14c20e7c63a84573baccbbb44d6eadc5c305ab3bfd31b7a9e1f817028b
MD5 ea1f332c2571f2175d8c09ef07498311
BLAKE2b-256 61965e9f334b532f1d9501cb095524217f273f21f1bf86c341d3a3c2425fb6e6

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp312-cp312-win32.whl.

File metadata

  • Download URL: aplr-10.24.0-cp312-cp312-win32.whl
  • Upload date:
  • Size: 523.5 kB
  • Tags: CPython 3.12, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp312-cp312-win32.whl
Algorithm Hash digest
SHA256 ac9aa1f0dbee4055cb9b49d89ff9abb3373e46ad4b73ba2e9f5517d364e015a8
MD5 42ea5a86cfe5d7724a7439ab3ad7a76a
BLAKE2b-256 b2a7479142ae28b7d89fc005e1aa233ded16ad50bccdf68aa1a0b6a835c5c833

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 00412e8b4688fcac4046853c48a427477efec0e074ceefd440a1e8952e720082
MD5 0a3da0ed3bba8fc52e40132489c9427f
BLAKE2b-256 0b59bd4e99210ff1f84cabae3b253c88402b83bc70e09e6497d3fb01a2e0d397

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 bfed5286678adc91e484148367fd01a672602f4e5dbaef7982e86ef489297856
MD5 b2af85a3002a6885440469b7639d6df7
BLAKE2b-256 200a3542ccc1e9a69dbe9b28f35d8d7769cda82372b9b0d4d939fdbc9e887ce3

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp312-cp312-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp312-cp312-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 9d748618c189f15633aaa7b3bbfc632ad5103c7166d8c6fd749f981d219aa7cb
MD5 6fea2d0d9451ebce25205646a138fcce
BLAKE2b-256 1b7bfa0f7530deee4b3a455e836aeeb85f910ed8b876f68e17d685f7f03eeb86

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 1fcb015f9a3c788b1276e7d4ec893f8ab39d02daa8e31720c65dff4553a64d4d
MD5 3a1d454791f90021a96c682cfd2cdcac
BLAKE2b-256 3e1d6c23c2804781e313b08fcf2c3f19eaa4de469ff13d4fd76775b3efdd1ae3

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp311-cp311-win_arm64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp311-cp311-win_arm64.whl
  • Upload date:
  • Size: 715.6 kB
  • Tags: CPython 3.11, Windows ARM64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp311-cp311-win_arm64.whl
Algorithm Hash digest
SHA256 7897aea4e17b9484379304325bd4b22aff006eab3b079a9ed0afc45cc8b1a6f0
MD5 4f7b7e0824b8db986caae532259f16d5
BLAKE2b-256 c9175c15e42b29110949bf94854326e4fc78160f1d8f542bdd87117dce5f5085

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 571.8 kB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 0361f3c57798d3bc237478d5dfd046d433093e719c1e6084ed64858b531d9e9c
MD5 a95a16770fb487bf94a65166e64a74bc
BLAKE2b-256 adf3c7b65181d850e536ac0538f95d9d21893ca49cb979e0f6c45ad30a7b8635

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp311-cp311-win32.whl.

File metadata

  • Download URL: aplr-10.24.0-cp311-cp311-win32.whl
  • Upload date:
  • Size: 520.1 kB
  • Tags: CPython 3.11, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp311-cp311-win32.whl
Algorithm Hash digest
SHA256 82d01a6752b379c48e670e8ccd5252869d5de7863c1d023d0615e765183cf8a8
MD5 63a5980edc3b3ce489ab1d5347c554fe
BLAKE2b-256 1c986c26942e34069a28da4b8465a9d47e3dd3b77646372d50c6da37e67344c0

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 aecb193bc56260e410d06d83546010add5a3dc0623bc9e6b5490f76e60465499
MD5 fb767f7957f4ac37ff64ebd4443c2f44
BLAKE2b-256 509d96be4932ef800f08796b25616aa089594f4625dc4b2f92a2411d5a6a148a

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 bff171ca69fdba8c3c5969b69edbc51dddae0865199ac2bf8abfafb001eef68b
MD5 2cc37e5966f4ff3df4c51efb7f17bb3f
BLAKE2b-256 fa31a5795372baeece71ed65067725d80247f4fc1e6bd49d71a76a4a22a1c074

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp311-cp311-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp311-cp311-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 a307d170995fa6b12a5cd8ba7731893e8a2c781d08190b959b39d824a7dd4946
MD5 c053331375f05433d61f60132a49b66d
BLAKE2b-256 eb7751a0f25a91a9912e691f2e1a7d092af101a07fe9a8891875a928db53604b

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 9d16fd5ed26f86d5baa214645832a3b78b2ad7c1579ec510e6e806e93bfa33b5
MD5 264f739e9557bc81da8b6c76baa88ff7
BLAKE2b-256 db3d7aae9436f1b8dec170eb6e25ee84871e18eb844f9d22a21f4784777e1e03

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp310-cp310-win_arm64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp310-cp310-win_arm64.whl
  • Upload date:
  • Size: 714.6 kB
  • Tags: CPython 3.10, Windows ARM64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp310-cp310-win_arm64.whl
Algorithm Hash digest
SHA256 d50640bfb0b7ee1925ad9e1f2bd990f0b93e0990f655b7520ce0f195609cfd24
MD5 b078aa42c7a28711b1654b3db4c63b57
BLAKE2b-256 44623798c3375305b7d34dc171a0fe89731d5eb81a806a90eea7e9e335d48de5

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 570.9 kB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 26dbcdef88d7b119ecc389d8c8e7140945556cc0878eb1283f442dcc71628e87
MD5 15a572ff34eeb5614ea7ee09aad18ca6
BLAKE2b-256 ae0deda186589333d04e2acc29e0e64823ed26a372e377cc0258009c5a2ea653

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp310-cp310-win32.whl.

File metadata

  • Download URL: aplr-10.24.0-cp310-cp310-win32.whl
  • Upload date:
  • Size: 519.7 kB
  • Tags: CPython 3.10, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp310-cp310-win32.whl
Algorithm Hash digest
SHA256 53176d1bc94f8984c7a6327ca18c3896b7688a39aa283511577abdbbfbca772f
MD5 948223ad5674e3d9e923095f6436d385
BLAKE2b-256 dcc010bfa7eb35790a33ce1b8eea465ec0d057595b3916c60678421af16fff9f

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 e55f30a438363158759196cb3d262edfe35084a96de843fefb63dab530b83996
MD5 6911cda5d82fa17ad0c05788b07533a7
BLAKE2b-256 d8e56b681754058d447dc02bc89c2585a19ace1679a0aea85223e89d01cb2813

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 fdc6992e1f7f8945a881dc0326bfbded728377b405537a1896299120c0bdf0a2
MD5 885e82f10e488c4bc9444174ac0762ff
BLAKE2b-256 0b8d153d0ec9c7fe4b7487c0255b3cae901736dece22bb79e4422f8bb6d15bc3

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp310-cp310-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp310-cp310-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 f88a46201e4cfa021af9d320c3f9bdbdccec70a27e7f4811f09df99e78d13c05
MD5 79c310b7edc3ed0d6ed8e4e41eab129e
BLAKE2b-256 2f8793ac708eba2ca3fdfe11926d80c866e22a0f6406932bd0ed635515614660

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 09c1eb40c3e4e9fea91ac908552c401a212672065d9c83c8370b94212fd17cc2
MD5 d3dd0c7e6de6927c2504b8882165c44e
BLAKE2b-256 4a13729a4025753ff53bd8920ff8f83169a40e0c15f3a71140a8f54fd968feea

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp39-cp39-win_arm64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp39-cp39-win_arm64.whl
  • Upload date:
  • Size: 717.3 kB
  • Tags: CPython 3.9, Windows ARM64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp39-cp39-win_arm64.whl
Algorithm Hash digest
SHA256 bf2dcd2bf5164a210c8620ab57a4db29b00e059ced5464e81a1e97b06833f700
MD5 cb03f2c92b90cf24ae6a6ed7a139d35c
BLAKE2b-256 bb0368435f5fc6138defa3d73aa5c07ea64ee20ab124bac2eef768d84994048c

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 571.8 kB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 862e620444e8e202f81a82a871316569ade65c613bd32931a82088da668d7d90
MD5 c1f637e1f5c63aab30bc786065e95286
BLAKE2b-256 883b988d540a750c43c62004eee33ead0fa2e3e929e76d415cf2089f55e25297

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp39-cp39-win32.whl.

File metadata

  • Download URL: aplr-10.24.0-cp39-cp39-win32.whl
  • Upload date:
  • Size: 520.6 kB
  • Tags: CPython 3.9, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp39-cp39-win32.whl
Algorithm Hash digest
SHA256 5bbb501866edb4320fc0443a330ccb79546829a3f314aae340d78f8fea9f7e75
MD5 c91ab969fd24ac951a7fc1c3fc6618b0
BLAKE2b-256 26e829b0e0ed4c89989aefb62c5ab59e5ce56a2662c527849fd4a632a401cceb

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 caca6ed960f4fa20d66ec544ab710db73eb1685aa97d692e68d74b8ccd872ddd
MD5 0509459bd748c27ec04b9e7769f628ab
BLAKE2b-256 bf979217658a6caed41e9118e98d72559074c4d8a7b06c22afaf7bc5690a7ab6

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp39-cp39-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp39-cp39-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 2795a3010ca9b399cd12f186b212983f7afe015f0b4109cc3e445f9cc440bc95
MD5 f244797e1bd0cb8eaa95b980fa13f9ec
BLAKE2b-256 c58b58b24b25b6b25512dd3579642b69697d0594e6b0aaabf7fd82e71cdb01f3

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp39-cp39-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp39-cp39-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 2ed376e63ad0c0855aa81203f5bc384d3bc00b08e67df72e6b441eaef5edcbc9
MD5 7ad8247b609de0640001cf095ae28bd7
BLAKE2b-256 04c624fd5ccfb06d1404674af0f52c293625a6bd57260f6df66301f8bae8e5f1

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 7c8a5d9dd640393cc64b6281cda201f534bf8eb3d0220f883cc05f49370615fc
MD5 0841fb0b7b04b3d83e33a58c5e1748c4
BLAKE2b-256 ffc1111dc2c6d0773a3475df7d9c32fcc03b40d418ee95f74271f543c501cd09

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: aplr-10.24.0-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 380.8 kB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 1b5186cff5929ef64f21ead4e21be215f39505cd230361b8fd03fbf7cf477d28
MD5 c20c551ec37fc390fbc92cced039eea9
BLAKE2b-256 a89175bf091fdb557f9673fe99bc613c2ce044190c935eab585699fd083cd25d

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp38-cp38-win32.whl.

File metadata

  • Download URL: aplr-10.24.0-cp38-cp38-win32.whl
  • Upload date:
  • Size: 319.2 kB
  • Tags: CPython 3.8, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.11

File hashes

Hashes for aplr-10.24.0-cp38-cp38-win32.whl
Algorithm Hash digest
SHA256 eaf1726ef49ee9d6a27277130faaeefee04f0576663bba2933a1492f25d78e14
MD5 8a128f34838ae00a296e72c8da19da6d
BLAKE2b-256 756b6a6b8755d5139c30f4937a7c625a28ba77358de7b22d59fbc05a9a831525

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 dc2444bbb66b759c67cb789e8ba720bf5e1ba6a64a53f4113c24fc5cc8391b05
MD5 daec68b14affe8025916c77618767672
BLAKE2b-256 f4505791b6db63b065bfb0bec7b2bde75a3ee4af6627f87245067fccd9853259

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp38-cp38-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp38-cp38-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 868b85f149e7c5ea5b7273a5aff2e44993f7354df17c920abb051f0cc35f0e1a
MD5 b16389d5bc366a71218f190d935bfcfc
BLAKE2b-256 7a7b09ffd306e2361c94554b6651d9287ac17a907fafb77477d30c92dd38af95

See more details on using hashes here.

File details

Details for the file aplr-10.24.0-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.24.0-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 00e3d10d2799faf633e0e51617265533063c1f5ad9f2c9d87bb42675c58a3fbe
MD5 98a799b7da1b8c0f47a1a9c7b998c781
BLAKE2b-256 59684667a0f9dac646a349146e01b96747f13d4a99ca8c1275e3aa5914b05883

See more details on using hashes here.

Release history Release notifications | RSS feed

10.27.0

69 files

10.26.0

69 files

10.25.0

69 files

10.24.1

69 files

This release

10.24.0 This release

69 files

10.23.0

41 files

10.22.1

41 files

10.22.0

41 files

10.21.0

41 files

10.20.1

41 files

10.20.0

41 files

10.19.3

41 files

10.19.2

41 files

10.19.1

41 files

10.19.0

41 files

10.18.1

41 files

10.18.0

41 files

10.17.1

37 files

10.17.0

37 files

10.16.0

37 files

10.15.0

37 files

10.14.0

37 files

10.13.0

37 files

10.12.1

37 files

10.12.0

37 files

10.11.1

37 files

10.11.0

37 files

10.10.0

37 files

10.9.0

37 files

10.8.0

37 files

10.7.4

46 files

10.7.3

46 files

10.7.2

46 files

10.7.1

46 files

10.7.0

46 files

10.6.4

46 files

10.6.3

46 files

10.6.2

46 files

10.6.1

46 files

10.6.0

46 files

10.5.1

46 files

10.5.0

46 files

10.4.6

46 files

10.4.5

46 files

10.4.4

46 files

10.4.3

46 files

10.4.2

46 files

10.4.1

46 files

10.4.0

46 files

10.3.0

46 files

10.2.1

30 files

10.2.0

30 files

10.1.0

30 files

10.0.0

30 files

9.10.1

30 files

9.10.0

30 files

9.9.0

30 files

9.8.0

30 files

9.7.0

30 files

9.6.0

30 files

9.5.0

30 files

9.4.3

30 files

9.4.2

30 files

9.4.1

30 files

9.4.0

30 files

Yanked

9.3.1

30 files

Yanked reason: Bug

9.3.0

30 files

9.2.4

30 files

9.2.3

30 files

9.2.2

30 files

9.2.1

30 files

9.2.0

30 files

9.1.0

26 files

9.0.0

26 files

Yanked

8.1.0

26 files

Yanked reason: The functionality added in 8.1.0 does not seem to add predictive value (based on empirical tests). However, it works from a technical point of view though.

8.0.0

26 files

7.8.1

26 files

7.8.0

26 files

7.7.0

26 files

7.6.2

26 files

7.6.1

26 files

7.6.0

26 files

7.5.1

26 files

7.5.0

26 files

7.4.1

26 files

7.4.0

26 files

7.3.0

26 files

7.2.0

26 files

7.1.0

26 files

7.0.1

26 files

7.0.0

26 files

6.5.2

26 files

6.5.1

26 files

6.5.0

26 files

6.4.0

19 files

6.3.0

18 files

6.2.0

18 files

6.1.0

18 files

6.0.0

18 files

5.0.0

18 files

4.1.0

18 files

4.0.0

18 files

3.1.0

18 files

3.0.0

18 files

2.7.0

18 files

2.6.0

18 files

2.5.0

18 files

2.4.0

18 files

2.3.0

18 files

2.2.0

18 files

2.1.0

18 files

2.0.1

18 files

2.0.0

18 files

1.12.1

18 files

1.12.0

18 files

1.11.0

18 files

1.10.2

18 files

1.10.1

18 files

1.10.0

18 files

1.9.0

18 files

1.8.5

18 files

1.8.4

18 files

1.8.3

18 files

1.8.2

18 files

1.8.1

18 files

1.8.0

18 files

1.7.1

18 files

1.7.0

18 files

1.6.2

18 files

1.6.1

18 files

1.6.0

18 files

1.5.0

18 files

Yanked

1.4.1

18 files

Yanked

1.4.0

18 files

1.3.2

18 files

1.3.1

18 files

1.3.0

18 files

1.2.2

18 files

1.2.1

18 files

1.2.0

18 files

1.1.2

18 files

1.1.1

18 files

1.1.0

18 files

1.0.9

18 files

1.0.8

18 files

1.0.7

18 files

1.0.6

18 files

1.0.5

18 files

1.0.4

18 files

1.0.3

18 files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page