Skip to main content

Prefix‑Projection sequential pattern mining

Project description

effspm

Efficient Sequential Pattern Mining via Prefix‑Projection

This library provides a Python interface to mine sequential patterns using the prefix‑projection algorithm, implemented in C++ for performance and exposed via pybind11.

Installation

pip install effspm

Project details


Download files

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

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

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

effspm-0.1.5-cp313-cp313-win_amd64.whl (89.6 kB view details)

Uploaded CPython 3.13Windows x86-64

effspm-0.1.5-cp313-cp313-win32.whl (81.4 kB view details)

Uploaded CPython 3.13Windows x86

effspm-0.1.5-cp313-cp313-macosx_11_0_arm64.whl (88.1 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

effspm-0.1.5-cp312-cp312-win_amd64.whl (89.6 kB view details)

Uploaded CPython 3.12Windows x86-64

effspm-0.1.5-cp312-cp312-win32.whl (81.3 kB view details)

Uploaded CPython 3.12Windows x86

effspm-0.1.5-cp312-cp312-macosx_11_0_arm64.whl (88.0 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

effspm-0.1.5-cp311-cp311-win_amd64.whl (89.2 kB view details)

Uploaded CPython 3.11Windows x86-64

effspm-0.1.5-cp311-cp311-win32.whl (80.9 kB view details)

Uploaded CPython 3.11Windows x86

effspm-0.1.5-cp311-cp311-macosx_11_0_arm64.whl (89.4 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

effspm-0.1.5-cp310-cp310-win_amd64.whl (87.9 kB view details)

Uploaded CPython 3.10Windows x86-64

effspm-0.1.5-cp310-cp310-win32.whl (79.9 kB view details)

Uploaded CPython 3.10Windows x86

effspm-0.1.5-cp310-cp310-macosx_11_0_arm64.whl (87.8 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

effspm-0.1.5-cp39-cp39-win_amd64.whl (88.2 kB view details)

Uploaded CPython 3.9Windows x86-64

effspm-0.1.5-cp39-cp39-win32.whl (80.1 kB view details)

Uploaded CPython 3.9Windows x86

effspm-0.1.5-cp39-cp39-macosx_11_0_arm64.whl (87.9 kB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

effspm-0.1.5-cp38-cp38-win_amd64.whl (88.0 kB view details)

Uploaded CPython 3.8Windows x86-64

effspm-0.1.5-cp38-cp38-win32.whl (79.8 kB view details)

Uploaded CPython 3.8Windows x86

effspm-0.1.5-cp38-cp38-macosx_11_0_arm64.whl (87.6 kB view details)

Uploaded CPython 3.8macOS 11.0+ ARM64

effspm-0.1.5-cp37-cp37m-win_amd64.whl (88.4 kB view details)

Uploaded CPython 3.7mWindows x86-64

effspm-0.1.5-cp37-cp37m-win32.whl (80.6 kB view details)

Uploaded CPython 3.7mWindows x86

File details

Details for the file effspm-0.1.5-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: effspm-0.1.5-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 89.6 kB
  • Tags: CPython 3.13, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.2

File hashes

Hashes for effspm-0.1.5-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 86e1809d752f42130849a3088c8bc00505a3c4f5307835d9fdfa82cedf5a1917
MD5 511c87979841e48a3606d13e001c3a3d
BLAKE2b-256 1447bb843a7c6c548763ddef859a35e768b0d57f1154e94bfd20407e15322c12

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp313-cp313-win32.whl.

File metadata

  • Download URL: effspm-0.1.5-cp313-cp313-win32.whl
  • Upload date:
  • Size: 81.4 kB
  • Tags: CPython 3.13, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.2

File hashes

Hashes for effspm-0.1.5-cp313-cp313-win32.whl
Algorithm Hash digest
SHA256 6266f77a1697581f1c08cd5a77748ca657653d6ce1b01cb22f353d00001134f9
MD5 386fd11cccace860a580ddd3a89e55df
BLAKE2b-256 8bfe4aaa36a14fb2d45c38d7b0ea4ac71855b9a7333c3aa72c458966f9116313

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for effspm-0.1.5-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 3133d2ad3984abdb89962298094695d2d0a8ed194068473f52665e340821c427
MD5 cfd89bff68726a3c4cfde666505f7832
BLAKE2b-256 0935e04ee4cf6300b22b45667beaade852a8f07203a45c3e712a054d13bee6d1

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: effspm-0.1.5-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 89.6 kB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.2

File hashes

Hashes for effspm-0.1.5-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 ee4d5835ccf956cb5e7710bcea5b528cf3e34220f453bd28a157d6df684bd51f
MD5 59cb6587b5e0bc742133e642f0767e35
BLAKE2b-256 81afff98be2a5e02cc415201e2cea20e6427881b0a2deb9e4d37aa6ab2edffcb

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp312-cp312-win32.whl.

File metadata

  • Download URL: effspm-0.1.5-cp312-cp312-win32.whl
  • Upload date:
  • Size: 81.3 kB
  • Tags: CPython 3.12, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.2

File hashes

Hashes for effspm-0.1.5-cp312-cp312-win32.whl
Algorithm Hash digest
SHA256 6b334222e606306a5a1b4b5d8e2385d4759e2aa259e0ab0cc7f9e14b334a026e
MD5 d9c7748aad4b602b7c8b683137f4f0cb
BLAKE2b-256 caf4a43cba34f8fbde0711bad9256e11f63d0fec613cf2e32af4e9216a18e579

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for effspm-0.1.5-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 7536102ab481b0a8b0addbcecf72258d597cc6154e2545c1dd13b36a8428ce4e
MD5 c673fcffdee42abdf5ba3bbfd8b4a68e
BLAKE2b-256 8918ed02740566448db58518a40521ddd13f67f23b52523e16772bf66e29d8d4

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: effspm-0.1.5-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 89.2 kB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.2

File hashes

Hashes for effspm-0.1.5-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 2f62d47f72586baccf6130fce85971914767fc5f980d4560db2deabbad7f46c9
MD5 b0cb599c7b5e9e9ae22df9ecb4cf84e8
BLAKE2b-256 ae20bfa3d9abfc159da73a5ec60662e8d9e242fd20d829014f8a4bdf10829220

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp311-cp311-win32.whl.

File metadata

  • Download URL: effspm-0.1.5-cp311-cp311-win32.whl
  • Upload date:
  • Size: 80.9 kB
  • Tags: CPython 3.11, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.2

File hashes

Hashes for effspm-0.1.5-cp311-cp311-win32.whl
Algorithm Hash digest
SHA256 f8bcb6c360eae4662ab896581a1377d8fb3ab459c4293f6d2dca1b5289401072
MD5 f07f2e224d043a5b31795bf5c4dc104d
BLAKE2b-256 6fc918186905e9af0ab9a6ba88783a14f6b0b4b454a3848dbc51bb5439484ee2

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for effspm-0.1.5-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 00c5e747229194bc53f47fa74274a1e7cc08eb69cb0655ffc521470f93bbdb8c
MD5 7d6a193b3fc02045b6ef047f2837be72
BLAKE2b-256 3b4ec640035712c377667fc1a3436b9b65c496b6a1898488395c0e2b3efac72c

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: effspm-0.1.5-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 87.9 kB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.2

File hashes

Hashes for effspm-0.1.5-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 1b8df91f60e15158a7a2d8e91ab8cdffb0dbd8feb6829a3287d88eebe7c04cba
MD5 2a10a27bbbbf49153fc22111ab202e42
BLAKE2b-256 4a8a1ba904e43bd79a1fea1587f9596ed5a12b8911b48dc5acef4aa4daf5209e

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp310-cp310-win32.whl.

File metadata

  • Download URL: effspm-0.1.5-cp310-cp310-win32.whl
  • Upload date:
  • Size: 79.9 kB
  • Tags: CPython 3.10, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.2

File hashes

Hashes for effspm-0.1.5-cp310-cp310-win32.whl
Algorithm Hash digest
SHA256 d1c4856b69d480140d72820c685f75a6eefc21ba6839823881b58aa9e212cf4c
MD5 f7e17eec2754bd9c17f33dd9348ec157
BLAKE2b-256 acbb0ebbd43f704de838b04d0fd038e2afb262cbe12e917c68838ac5c51aa8da

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for effspm-0.1.5-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 2fb4cfe262828617ee1cfb69ce889b2216f1c437525335626bebe65f6ca02f1b
MD5 0b9d6199a3b0d37ea4137b858332888b
BLAKE2b-256 9c66f42fcf7dfaf4304644476f42dcad386167f48ea76bfa0f7622f9fc4ed497

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: effspm-0.1.5-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 88.2 kB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.2

File hashes

Hashes for effspm-0.1.5-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 944686aeed1f9937e1539daec00e995ea5552b6239d79e8c70d77a8d73b019f0
MD5 24c5ae183f11da452905b3859e37abfb
BLAKE2b-256 f313dd3fe6a261168fcdb78a5156710d19cef64dc636402b7658cd052bcaaff1

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp39-cp39-win32.whl.

File metadata

  • Download URL: effspm-0.1.5-cp39-cp39-win32.whl
  • Upload date:
  • Size: 80.1 kB
  • Tags: CPython 3.9, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.2

File hashes

Hashes for effspm-0.1.5-cp39-cp39-win32.whl
Algorithm Hash digest
SHA256 442fb661f6d430e1951aa63a048d624a1fd2280869f998607e804f255abcf129
MD5 ccc7c33c3c8f974b19d2989fb5f29328
BLAKE2b-256 1f2496a026e42bd242a64d2551e31c5dd014c65e56c333f40c1166d46f18b819

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for effspm-0.1.5-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 7d35feafe07604d51e365f8b1bc74ca468f54b117ef02498e92de4f4896ee1c6
MD5 1ed5e84aae148fce2cf3e573687f8e9b
BLAKE2b-256 d9ac55c5eca4ab691196bf7e16f54fff8bb47fb1c9ef165856e56dc8b12677cb

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: effspm-0.1.5-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 88.0 kB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.2

File hashes

Hashes for effspm-0.1.5-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 09a4ee5e627683bdc5a1dc5435d377fc0eb0bf20a6bacfd7f6a7e160b54ebd1f
MD5 f50a41eae08deb8af2a8ca386b24f433
BLAKE2b-256 78a0b20d0f97984bdd4830d4f7a3cf8b54bab24b356df0986b2c6db967abb559

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp38-cp38-win32.whl.

File metadata

  • Download URL: effspm-0.1.5-cp38-cp38-win32.whl
  • Upload date:
  • Size: 79.8 kB
  • Tags: CPython 3.8, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.2

File hashes

Hashes for effspm-0.1.5-cp38-cp38-win32.whl
Algorithm Hash digest
SHA256 39923652f9b0cfd245d86c108b466fdf8846e6ec2b6e9b7991290ededa4444d5
MD5 494f384f6583ab18a6042f6f15d5175b
BLAKE2b-256 4e94fe31a0f5bb654c566ae7897b1e0fc8d5dc38a9b575c5a231f3226cc0eaad

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for effspm-0.1.5-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 43afcd1edcc387734ee8a5eb55cf2b532810f25cc4868742443e3bdc36662e9c
MD5 06695cf4051446e9482f7639c224a803
BLAKE2b-256 d505f3d5252f6309d87bcfe64b25500d59b9fbfdf0b5390654cac1dbaa728bbf

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: effspm-0.1.5-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 88.4 kB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.2

File hashes

Hashes for effspm-0.1.5-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 e9ef52cf9bb9c597e88868d1c1c93f0129849c37884fb18e3f1457b4150ceae5
MD5 f2e6f7edb13b62d6693a582c26fb6e01
BLAKE2b-256 2da7055ddcaf8bbefb928a3cd54192ed12382c97f3ea449ed9dd75671f6c4e07

See more details on using hashes here.

File details

Details for the file effspm-0.1.5-cp37-cp37m-win32.whl.

File metadata

  • Download URL: effspm-0.1.5-cp37-cp37m-win32.whl
  • Upload date:
  • Size: 80.6 kB
  • Tags: CPython 3.7m, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.2

File hashes

Hashes for effspm-0.1.5-cp37-cp37m-win32.whl
Algorithm Hash digest
SHA256 33e0cf5931bc4baff5e96f3caf345f275caad3617b00734d96643f5ad531df7a
MD5 79399b8cf658a1d10c68f31f4c634ef6
BLAKE2b-256 a152f8bcf4fd165fe64dc23716445302069d4ed6e5bdaeed147f72c70778dbf1

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