Automatic Piecewise Linear Regression

Navigation

Verified details

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

Unverified details

These details have not been verified by PyPI
Project links
Meta
Classifiers
Report project as malware

Project description

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

Project details

Verified details

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

Unverified details

These details have not been verified by PyPI
Project links
Meta
Classifiers

Release history Release notifications | RSS feed

10.23.0

This version

10.22.1

10.22.0

10.21.0

10.20.1

10.20.0

10.19.3

10.19.2

10.19.1

10.19.0

10.18.1

10.18.0

10.17.1

10.17.0

10.16.0

10.15.0

10.14.0

10.13.0

10.12.1

10.12.0

10.11.1

10.11.0

10.10.0

10.9.0

10.8.0

10.7.4

10.7.3

10.7.2

10.7.1

10.7.0

10.6.4

10.6.3

10.6.2

10.6.1

10.6.0

10.5.1

10.5.0

10.4.6

10.4.5

10.4.4

10.4.3

10.4.2

10.4.1

10.4.0

10.3.0

10.2.1

10.2.0

10.1.0

10.0.0

9.10.1

9.10.0

9.9.0

9.8.0

9.7.0

9.6.0

9.5.0

9.4.3

9.4.2

9.4.1

9.4.0

9.3.1 yanked

Reason this release was yanked:

Bug

9.3.0

9.2.4

9.2.3

9.2.2

9.2.1

9.2.0

9.1.0

9.0.0

8.1.0 yanked

Reason this release was yanked:

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

7.8.1

7.8.0

7.7.0

7.6.2

7.6.1

7.6.0

7.5.1

7.5.0

7.4.1

7.4.0

7.3.0

7.2.0

7.1.0

7.0.1

7.0.0

6.5.2

6.5.1

6.5.0

6.4.0

6.3.0

6.2.0

6.1.0

6.0.0

5.0.0

4.1.0

4.0.0

3.1.0

3.0.0

2.7.0

2.6.0

2.5.0

2.4.0

2.3.0

2.2.0

2.1.0

2.0.1

2.0.0

1.12.1

1.12.0

1.11.0

1.10.2

1.10.1

1.10.0

1.9.0

1.8.5

1.8.4

1.8.3

1.8.2

1.8.1

1.8.0

1.7.1

1.7.0

1.6.2

1.6.1

1.6.0

1.5.0

1.4.1 yanked

1.4.0 yanked

1.3.2

1.3.1

1.3.0

1.2.2

1.2.1

1.2.0

1.1.2

1.1.1

1.1.0

1.0.9

1.0.8

1.0.7

1.0.6

1.0.5

1.0.4

1.0.3

Download files

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

Source Distribution

aplr-10.22.1.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-10.22.1-cp314-cp314t-win_amd64.whl (398.1 kB view details)

Uploaded CPython 3.14tWindows x86-64

aplr-10.22.1-cp314-cp314t-win32.whl (334.7 kB view details)

Uploaded CPython 3.14tWindows x86

aplr-10.22.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (9.6 MB view details)

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

aplr-10.22.1-cp314-cp314t-macosx_11_0_x86_64.whl (558.6 kB view details)

Uploaded CPython 3.14tmacOS 11.0+ x86-64

aplr-10.22.1-cp314-cp314t-macosx_11_0_arm64.whl (533.1 kB view details)

Uploaded CPython 3.14tmacOS 11.0+ ARM64

aplr-10.22.1-cp314-cp314-win_amd64.whl (372.9 kB view details)

Uploaded CPython 3.14Windows x86-64

aplr-10.22.1-cp314-cp314-win32.whl (317.4 kB view details)

Uploaded CPython 3.14Windows x86

aplr-10.22.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (9.6 MB view details)

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

aplr-10.22.1-cp314-cp314-macosx_11_0_x86_64.whl (542.0 kB view details)

Uploaded CPython 3.14macOS 11.0+ x86-64

aplr-10.22.1-cp314-cp314-macosx_11_0_arm64.whl (508.7 kB view details)

Uploaded CPython 3.14macOS 11.0+ ARM64

aplr-10.22.1-cp313-cp313-win_amd64.whl (361.5 kB view details)

Uploaded CPython 3.13Windows x86-64

aplr-10.22.1-cp313-cp313-win32.whl (309.6 kB view details)

Uploaded CPython 3.13Windows x86

aplr-10.22.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (9.6 MB view details)

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

aplr-10.22.1-cp313-cp313-macosx_11_0_x86_64.whl (541.9 kB view details)

Uploaded CPython 3.13macOS 11.0+ x86-64

aplr-10.22.1-cp313-cp313-macosx_11_0_arm64.whl (512.5 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

aplr-10.22.1-cp312-cp312-win_amd64.whl (361.4 kB view details)

Uploaded CPython 3.12Windows x86-64

aplr-10.22.1-cp312-cp312-win32.whl (309.5 kB view details)

Uploaded CPython 3.12Windows x86

aplr-10.22.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (9.6 MB view details)

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

aplr-10.22.1-cp312-cp312-macosx_11_0_x86_64.whl (541.9 kB view details)

Uploaded CPython 3.12macOS 11.0+ x86-64

aplr-10.22.1-cp312-cp312-macosx_11_0_arm64.whl (512.3 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

aplr-10.22.1-cp311-cp311-win_amd64.whl (358.0 kB view details)

Uploaded CPython 3.11Windows x86-64

aplr-10.22.1-cp311-cp311-win32.whl (307.5 kB view details)

Uploaded CPython 3.11Windows x86

aplr-10.22.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (9.5 MB view details)

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

aplr-10.22.1-cp311-cp311-macosx_11_0_x86_64.whl (537.1 kB view details)

Uploaded CPython 3.11macOS 11.0+ x86-64

aplr-10.22.1-cp311-cp311-macosx_11_0_arm64.whl (504.4 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

aplr-10.22.1-cp310-cp310-win_amd64.whl (357.5 kB view details)

Uploaded CPython 3.10Windows x86-64

aplr-10.22.1-cp310-cp310-win32.whl (307.1 kB view details)

Uploaded CPython 3.10Windows x86

aplr-10.22.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (9.4 MB view details)

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

aplr-10.22.1-cp310-cp310-macosx_11_0_x86_64.whl (535.9 kB view details)

Uploaded CPython 3.10macOS 11.0+ x86-64

aplr-10.22.1-cp310-cp310-macosx_11_0_arm64.whl (503.3 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

aplr-10.22.1-cp39-cp39-win_amd64.whl (357.8 kB view details)

Uploaded CPython 3.9Windows x86-64

aplr-10.22.1-cp39-cp39-win32.whl (307.2 kB view details)

Uploaded CPython 3.9Windows x86

aplr-10.22.1-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (9.4 MB view details)

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

aplr-10.22.1-cp39-cp39-macosx_11_0_x86_64.whl (536.0 kB view details)

Uploaded CPython 3.9macOS 11.0+ x86-64

aplr-10.22.1-cp39-cp39-macosx_11_0_arm64.whl (503.3 kB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

aplr-10.22.1-cp38-cp38-win_amd64.whl (357.2 kB view details)

Uploaded CPython 3.8Windows x86-64

aplr-10.22.1-cp38-cp38-win32.whl (307.0 kB view details)

Uploaded CPython 3.8Windows x86

aplr-10.22.1-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (9.4 MB view details)

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

aplr-10.22.1-cp38-cp38-macosx_11_0_x86_64.whl (535.2 kB view details)

Uploaded CPython 3.8macOS 11.0+ x86-64

aplr-10.22.1-cp38-cp38-macosx_11_0_arm64.whl (502.8 kB view details)

Uploaded CPython 3.8macOS 11.0+ ARM64

File details

Details for the file aplr-10.22.1.tar.gz.

File metadata

  • Download URL: aplr-10.22.1.tar.gz
  • Upload date:
  • Size: 2.8 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1.tar.gz
Algorithm Hash digest
SHA256 5a28ce46af0e10c0d72c4c746b1d538f71a33e4145d441b1a74d1bab4a4f7ffc
MD5 6ecb62e28a770551b3df7d18cb3b082d
BLAKE2b-256 bbd3caaa7f9a6dacb026646f4665813d8b60d1bf3683fa8a756d79df7bf1f84b

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp314-cp314t-win_amd64.whl.

File metadata

  • Download URL: aplr-10.22.1-cp314-cp314t-win_amd64.whl
  • Upload date:
  • Size: 398.1 kB
  • Tags: CPython 3.14t, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1-cp314-cp314t-win_amd64.whl
Algorithm Hash digest
SHA256 7ef8b9013b251fd71bea5d419f59b3bf6d75ea7a959e9fe72492b99117726896
MD5 18060a28f03353c4d2cccc027ea3e6cc
BLAKE2b-256 c47a4334b6572b4fbcc8994f6477ac1a0648badc5e4a469a0570957d6fb8bd6d

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp314-cp314t-win32.whl.

File metadata

  • Download URL: aplr-10.22.1-cp314-cp314t-win32.whl
  • Upload date:
  • Size: 334.7 kB
  • Tags: CPython 3.14t, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1-cp314-cp314t-win32.whl
Algorithm Hash digest
SHA256 c18e15db6d9e19bce1767c6542ffca86920ab0f0e33f0907390c86f343c8d33f
MD5 d4c7350f5991682bbe52dfc782ef17dc
BLAKE2b-256 2dec47b37b01156d5ba1f0a1e1e3c45eb833988725133508da98441723a78212

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 b19ead73b549dd6a384653a386eb94380ae5aa50fdecc415b618df36e0bca701
MD5 b62c93a2ada011154b7e8fb7670537dc
BLAKE2b-256 d4cba97b0529c2e8c79bc2726f5863873cd0d84292912d996d3bb09717bae170

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp314-cp314t-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp314-cp314t-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 fb4720539cd1e6fa5ed95c4875c5828f69c58303f21234e61f437c0fcd905178
MD5 63630a53cb69ccc9f905ef3db9594dbe
BLAKE2b-256 9e6ee14a8a95a6a0778100a01d4c52723beb2043799e9f0ffbed7a2de7bffd1a

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp314-cp314t-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp314-cp314t-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 44454ebfb0d70b78a0494fba56fbe5fce7d1d80c291279910fc6839b6133ec2d
MD5 07e68b05195936b1368dceedd281817a
BLAKE2b-256 14b0103619dafbca6a64e7b09ffa742ee58f4130071f240c9490c0afefb74ce4

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp314-cp314-win_amd64.whl.

File metadata

  • Download URL: aplr-10.22.1-cp314-cp314-win_amd64.whl
  • Upload date:
  • Size: 372.9 kB
  • Tags: CPython 3.14, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 b9a2c2ac7e3d498d346064cfdeea56d6b309a78b00da64dbd564921491a238b3
MD5 c3a83034ccb6f41e6a40f2af0c7b370d
BLAKE2b-256 847ae906f46219f5d0ff9d7d15a148214e15ec102b9331b36877ed82299dac8e

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp314-cp314-win32.whl.

File metadata

  • Download URL: aplr-10.22.1-cp314-cp314-win32.whl
  • Upload date:
  • Size: 317.4 kB
  • Tags: CPython 3.14, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1-cp314-cp314-win32.whl
Algorithm Hash digest
SHA256 ba7d89699e7bb8c6552cdcc353139886ac546af7609af8a04a080254fc6eb656
MD5 e5c600744d057e8fd62e3a30f31da597
BLAKE2b-256 3156eb1023fdbff3b876cb9a5638514716432c8d40d6697c94ad44d774458f4e

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 7d1139d5bd94a69c2cf0143b7bb98f0c338c775677bca261438204dd35679bcd
MD5 6c2ce02d93834e4f73578d98bf1f4651
BLAKE2b-256 1ec589c91a7fa238c3630c2141c59607fad6fbc975cf5e444810363afa092890

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp314-cp314-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp314-cp314-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 6f13f80fd73751ac0c2723bebd264c2afb9a770b3cfe17cff2cb75472213de92
MD5 24d142d09b9c2e13a0de47b651e958b6
BLAKE2b-256 39342bc76f47c81ef23386d58c42fb07182aaab08027a596dbadc93b476a27e7

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp314-cp314-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 7beae9212230b6fe00e12a96378f259c6dde85d1e34532c0f904a9d9f1499641
MD5 183665ef8985f6016406e4123dc13c86
BLAKE2b-256 8074392fc8198f4c11f065808c40e928698ddeeca7b00601edd6985ca6e2e4a3

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: aplr-10.22.1-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 361.5 kB
  • Tags: CPython 3.13, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 3fb4024d76191c6bb9ae4ad1afd50694e941e474d3ef73902ff15b894da4e728
MD5 c2d918377e24d4d6edbd843a3eded51c
BLAKE2b-256 bb84ea72bae7d9172b03e9f2716e78f1a55f97876708371214deae3a773dd723

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp313-cp313-win32.whl.

File metadata

  • Download URL: aplr-10.22.1-cp313-cp313-win32.whl
  • Upload date:
  • Size: 309.6 kB
  • Tags: CPython 3.13, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1-cp313-cp313-win32.whl
Algorithm Hash digest
SHA256 c0043ea2101ff76f73d988f47517e87d80ab9c795b28f97306233d5274fde502
MD5 1bef28c18c3086578566af461e0ce711
BLAKE2b-256 e8fc2e9dc03d80f991c49525f218566924d9eb9e948705761d72e049ffbaf495

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 ebcf358c19687e14ccf12b4fbeb7f5301cb3674b175389d85b10609a722b1728
MD5 5341c3204355adf076a9024e2a98b8a0
BLAKE2b-256 d3c6ae61ad84f90ebc2c73c25c329cb097967c55d8eea17cb30ed3d67feca20e

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp313-cp313-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp313-cp313-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 14f59508cdf8f08a23109ab39661d9fa01a9f0fcb997107be3c8fe483d4f6a18
MD5 52e96a70f63ccad24700c4f28be7b638
BLAKE2b-256 a87bf7b6b5349f75f000c293ff0c1e372e846f4ee1ed27a14afda471d60e1335

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 9f260d48b48290a367e9f06014dcd4c4849457abb30815466ecd45fa23cdff38
MD5 480449e453629bcf1b4f58f935c8c0be
BLAKE2b-256 af8c9665dee441fe12e8cdc4d5eb165cf1e9287ebef41f93b38c2c2add701e79

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: aplr-10.22.1-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 361.4 kB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 a8a284023dec40fac6a48afdb7651a32f7ae89e2467a9994d8c2b63c597f613a
MD5 8bf5a7092ac5c6faf896dc1cf9932cd7
BLAKE2b-256 55ceff0a7371df1cbb886cb468dcd86d9f8f57e3acd32cebe447f9daaaac8ea0

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp312-cp312-win32.whl.

File metadata

  • Download URL: aplr-10.22.1-cp312-cp312-win32.whl
  • Upload date:
  • Size: 309.5 kB
  • Tags: CPython 3.12, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1-cp312-cp312-win32.whl
Algorithm Hash digest
SHA256 efe43d37ec1654c69a99e9a85dea19cf4ca9fe9b7bac44c2973acc0e467bfe4b
MD5 ce7554d089d91f23f06010e67e3e20b5
BLAKE2b-256 4c6b5d6b8ac7aeabd83725fa5516430eb2ff2d89492ae1569a1256f5264ab255

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 813599688ea1eed1f793ab370cd85e82592dbe3603196d1cd904126b797ed218
MD5 0c05f0e68c78f0bb9efc10d52892e964
BLAKE2b-256 ded08f99b9fc5afa789469728ad4c9112087884d7622f49c95029b2c12658bd3

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp312-cp312-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp312-cp312-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 d7e4152fe09a03811e7ac71e2ffe7e3502f78b274c74dcbcd8e7bbeabd9cd6ba
MD5 733e1b5fe3f876a7069f59a3a03c2b71
BLAKE2b-256 1e9990657afbe3e2d8b172d5b8e8a3a2ffdae3d426e772941ad15d042e285ba3

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 9afed052d195edb171d7f5410324c75f75c20137405789722035819e99826553
MD5 48449b26f14806c4f4ac6046f9193dfb
BLAKE2b-256 d84649eb005f6d7b61339ea1fb0afeccbff32a41c466c81d87dd4ba3ee813fb9

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: aplr-10.22.1-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 358.0 kB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 772f2cb2556fc132f046d99e01d1e4190dc6de5174c861583f3b353ff3afc4fa
MD5 469a8849186ba6e94cb8d5ae203873ff
BLAKE2b-256 5f64e5e0b5ad76ee3b1e02f9b1866031c4b4214b2d8166734a127436e67ef7a2

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp311-cp311-win32.whl.

File metadata

  • Download URL: aplr-10.22.1-cp311-cp311-win32.whl
  • Upload date:
  • Size: 307.5 kB
  • Tags: CPython 3.11, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1-cp311-cp311-win32.whl
Algorithm Hash digest
SHA256 9a51fa0e012101700b342d242c354df531f0dc2710dbae7f5ece06ebb29137ea
MD5 63f4ccdf0c311e1675d75b51de4512cd
BLAKE2b-256 669a5181b4465eb6ef6beafffc9ae7ae39196cb3a75853686c61fb87df61554c

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 2efdc7eb348e983f238f69631714caf7713ad9a84681a6921a08d0eb57a87bc8
MD5 622dd406a72740c110234abac7b32d25
BLAKE2b-256 fba54bfd628cb73e7ea40c4dd385bd6c489d93ba3ff7d6093d0768f286d3ad0b

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp311-cp311-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp311-cp311-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 a0cfee48f73f0a17510ff392fa7beeb8ecee668582b9f8eca6973e8c9b9eb1f5
MD5 a2fbb3047ebb2c6b91babc3ebe6ba7d9
BLAKE2b-256 dd4be5c5c2a7d0a0fd6c88665ebb4126d877db1840af5e54790cec7fb389f990

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 29f39c543650f0a18078c040f772ac5ca7db87030beacd6775aa75c3243e28d1
MD5 b69cae6d98ace2d35015a49ff987678c
BLAKE2b-256 5ec138fdc6b8cbc9aab11f2a3fab278e7fbce5f96d2b2e2f6be674c7893addf5

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: aplr-10.22.1-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 357.5 kB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 3bfdebe25bf8a58f5f205b1e1aa42897fccdf9f962f73d6bd037c72a6ca813d8
MD5 703c55d983595f330805a966983ee8c3
BLAKE2b-256 d6c146181a3a49a2e72466b486883868c9756a638429c137231c3d0590e770cf

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp310-cp310-win32.whl.

File metadata

  • Download URL: aplr-10.22.1-cp310-cp310-win32.whl
  • Upload date:
  • Size: 307.1 kB
  • Tags: CPython 3.10, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1-cp310-cp310-win32.whl
Algorithm Hash digest
SHA256 ba56c25be107502ad8fbc188d9bb68ea286129601f732444ca6b5a86bda27017
MD5 b78ffd5aa8665eb3e2d54c0928c6441f
BLAKE2b-256 0b99dc10ec981def173b908764473acaf17760ece9251eec384c3ba9567d9f4e

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 af3660123288a9c4bba7d7a9fcaba9b24877032542b0ffd4d391716c293475b3
MD5 c0a9e147b99c1faa5668b4e53ae3731c
BLAKE2b-256 87f32e9d098d6a4a9cf441d4aa30e0c23db204f803adebdec2860f003030835e

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp310-cp310-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp310-cp310-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 dc1328cfa4a3ec98e592b6103625355ff326d5c6e7a8b55928e219989cf27a63
MD5 3270b6c86980ec80e15350ab84fbab49
BLAKE2b-256 b43905a4e9e1769ae3a9f19e160279d86ffd1224b5ba5ea64fa32788dd88a068

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 c824162f7c3ff82b439c59e1effdf4850c0c90884b3dde7d1a183ee1e8ba8116
MD5 b0e548c6c23729a1e276274bfecde755
BLAKE2b-256 d883682fd1c027850d33f12a701948a3466b88efad35c94e8c471a0f9f862664

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: aplr-10.22.1-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 357.8 kB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 249935dd864c493bd3b58b72189e588d772513962b87783526134c9809965e84
MD5 4a0f55925486917ab8c8d442853047d9
BLAKE2b-256 fd97539875f59edd7dd6f39ef40870c47396e79e3cde03deb92070c1db2ee74a

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp39-cp39-win32.whl.

File metadata

  • Download URL: aplr-10.22.1-cp39-cp39-win32.whl
  • Upload date:
  • Size: 307.2 kB
  • Tags: CPython 3.9, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1-cp39-cp39-win32.whl
Algorithm Hash digest
SHA256 b96c0d815b0299f1c657b97ddd9a40236caea342a914dbee9c68bc07424db3b0
MD5 aca7f01180aaed521262790a939017a8
BLAKE2b-256 cbf3557b7f908a6b6c60e427602b04a83dccc8df83a497dff6b41268a8b64323

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 f6809dbbf1363bffe8b60c4880118dfab8e259b467ea2df064e6b241a470d592
MD5 16b392722a3be7967f879c4ca3c3a3d5
BLAKE2b-256 6c2714cf40c098dd24ada579599592e2f11b0fe4b8bcaebeab21318bb77aa34a

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp39-cp39-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp39-cp39-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 a26535f06aeee31c8977001a925d3a83fe695c58bb80a35df4ee43302bb565b6
MD5 f49eb63f55165a693e4075d8b927d466
BLAKE2b-256 2f5fe615c904318801ca63765dd712faa37e8009504ba3044d0b3dde30fe00a2

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 fd7e83ac64846f359f72b8ec3efc6b8f9a6fcf8e95d65addade287ae5885e376
MD5 6189abefb4e17a6788b96815ce3e9225
BLAKE2b-256 b2b4b558d7b4935d659a22307226dda60971a16541b2e522f6044e621e93a653

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: aplr-10.22.1-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 357.2 kB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 8e76ee69f47e05a6c8b39dd7d7828622cb03a6364fc802bd4c3cb864c2987832
MD5 7b9f1e25eba9d3afdcaaf37f95399596
BLAKE2b-256 e3e5ed488ef1984d9667c0e09c78e6c0a5dab1ee76fd5e7b64227aa265e38d21

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp38-cp38-win32.whl.

File metadata

  • Download URL: aplr-10.22.1-cp38-cp38-win32.whl
  • Upload date:
  • Size: 307.0 kB
  • Tags: CPython 3.8, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.3

File hashes

Hashes for aplr-10.22.1-cp38-cp38-win32.whl
Algorithm Hash digest
SHA256 ac1e94f62241cbc623817ed7820c23f9f5fd9541357ec0c25db431cff4362901
MD5 8ca11df1a5854c53e075e75674c20c81
BLAKE2b-256 1a6ff1a05ca3a2d0b1bdddb9b0594ea6b307f4d69b610348f3246fe6666efb28

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 8303cb848e28664ef9e3497eb63824ad5221cf75dbe9c6dd5e4de4ed67b56464
MD5 cd8f80afef07ee5c74b9ea55f1d725b4
BLAKE2b-256 493b9f35880e67cc80c33950e30ab27322d1389d7924c55057b95f8c62ab48af

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp38-cp38-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp38-cp38-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 997428c069dfc2bb0bbd79d09305621b72f2b8d06df8e42484bf34f0861ff3e4
MD5 65bb46234992e6cebf84307a1b873aef
BLAKE2b-256 89b866a078295828f429f37746c11b8f68704f8295b12a9e385fabf8791b92f9

See more details on using hashes here.

File details

Details for the file aplr-10.22.1-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for aplr-10.22.1-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 9b6ec524c4edf7772312e3121bd9135eb2858134a6803ef20d3cbcaceb3b285b
MD5 c9970f02abe98a757e5eff531ab13782
BLAKE2b-256 79cb9ad1ef446b00a9dfa5438fa31e684485eaffdb596dd8997449601ccafe3f

See more details on using hashes here.

Supported by

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