Skip to main content

ETIQ.ai debiasing library

Project description

ETQ AI

The ETIQ Engine helps teams who build machine learning models find and mitigate negative biases at the earliest possible stage, before time and money is wasted training a model on biased data. ETIQ helps companies avoid reputational threats, meet regulatory requirements such as GDPR or discrimination laws and, more generally, build services appropriate for a variety of groups in their consumer base.

Getting Started

To get started with this package, view our quickstart guide at https://docs.etiq.ai/

Licence

This library is distributed under the Creative Commons "Attribution-NoDerivatives 4.0 International (CC BY-ND 4.0)":

https://creativecommons.org/licenses/by-nd/4.0/

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

etiq_core-1.2.4-cp39-cp39-win_amd64.whl (3.2 MB view details)

Uploaded CPython 3.9 Windows x86-64

etiq_core-1.2.4-cp39-cp39-manylinux1_x86_64.whl (3.3 MB view details)

Uploaded CPython 3.9

etiq_core-1.2.4-cp39-cp39-macosx_10_15_x86_64.whl (3.1 MB view details)

Uploaded CPython 3.9 macOS 10.15+ x86-64

etiq_core-1.2.4-cp38-cp38-win_amd64.whl (3.2 MB view details)

Uploaded CPython 3.8 Windows x86-64

etiq_core-1.2.4-cp38-cp38-manylinux1_x86_64.whl (3.2 MB view details)

Uploaded CPython 3.8

etiq_core-1.2.4-cp38-cp38-macosx_10_14_x86_64.whl (3.1 MB view details)

Uploaded CPython 3.8 macOS 10.14+ x86-64

etiq_core-1.2.4-cp37-cp37m-win_amd64.whl (3.0 MB view details)

Uploaded CPython 3.7m Windows x86-64

etiq_core-1.2.4-cp37-cp37m-manylinux1_x86_64.whl (3.1 MB view details)

Uploaded CPython 3.7m

etiq_core-1.2.4-cp37-cp37m-macosx_10_14_x86_64.whl (3.0 MB view details)

Uploaded CPython 3.7m macOS 10.14+ x86-64

etiq_core-1.2.4-cp36-cp36m-win_amd64.whl (3.0 MB view details)

Uploaded CPython 3.6m Windows x86-64

etiq_core-1.2.4-cp36-cp36m-manylinux1_x86_64.whl (3.1 MB view details)

Uploaded CPython 3.6m

etiq_core-1.2.4-cp36-cp36m-macosx_10_14_x86_64.whl (3.0 MB view details)

Uploaded CPython 3.6m macOS 10.14+ x86-64

File details

Details for the file etiq_core-1.2.4-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: etiq_core-1.2.4-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 3.2 MB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/32.0 requests/2.27.0 requests-toolbelt/0.9.1 urllib3/1.26.7 tqdm/4.63.0 importlib-metadata/4.11.2 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.10.2

File hashes

Hashes for etiq_core-1.2.4-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 0f26cb9ae03cceb6ba8814bc86fad1c2f93c3c16879bad4ac51abfd409fd98e8
MD5 53c0680c470b87d67c32b8bcfe24a300
BLAKE2b-256 fffa3372f756346561b62718a3f096ff88bb727836debdd541a2ce2ce4a91345

See more details on using hashes here.

File details

Details for the file etiq_core-1.2.4-cp39-cp39-manylinux1_x86_64.whl.

File metadata

  • Download URL: etiq_core-1.2.4-cp39-cp39-manylinux1_x86_64.whl
  • Upload date:
  • Size: 3.3 MB
  • Tags: CPython 3.9
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/32.0 requests/2.27.0 requests-toolbelt/0.9.1 urllib3/1.26.7 tqdm/4.63.0 importlib-metadata/4.11.2 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.10.2

File hashes

Hashes for etiq_core-1.2.4-cp39-cp39-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 309fd3ebd47ee4e0731bc7b5031704202a93c86b28f657d6750a50ed52a27dd7
MD5 a8ecc1c04a0b11c0960b1905da12ef6a
BLAKE2b-256 0066740b59e45ea1d346e97aba19b846ddad438c3f0d1674c8d228b1381781f5

See more details on using hashes here.

File details

Details for the file etiq_core-1.2.4-cp39-cp39-macosx_10_15_x86_64.whl.

File metadata

  • Download URL: etiq_core-1.2.4-cp39-cp39-macosx_10_15_x86_64.whl
  • Upload date:
  • Size: 3.1 MB
  • Tags: CPython 3.9, macOS 10.15+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/32.0 requests/2.27.0 requests-toolbelt/0.9.1 urllib3/1.26.7 tqdm/4.63.0 importlib-metadata/4.11.2 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.10.2

File hashes

Hashes for etiq_core-1.2.4-cp39-cp39-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 6372e998c3ec10b4967016d7fda28ee055e0543bf8a832088234e9643559781e
MD5 e59d2ac303c4b03f2f5f58ac71166dae
BLAKE2b-256 5809ed6b148279eb4ec6e6670e1b5e934f44584822ba43dd4a2c376eba521968

See more details on using hashes here.

File details

Details for the file etiq_core-1.2.4-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: etiq_core-1.2.4-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 3.2 MB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/32.0 requests/2.27.0 requests-toolbelt/0.9.1 urllib3/1.26.7 tqdm/4.63.0 importlib-metadata/4.11.2 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.10.2

File hashes

Hashes for etiq_core-1.2.4-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 c6c74d1b60733512fcdeac664c92a12b3d76c1725a0e7daccabd7929f9e67f6d
MD5 fa6265de6c6bb7b664ff44098eafca16
BLAKE2b-256 105ce38a63f70b56bb50d19af385bf46c9115c9f674302a1cf82c4ca7438fc26

See more details on using hashes here.

File details

Details for the file etiq_core-1.2.4-cp38-cp38-manylinux1_x86_64.whl.

File metadata

  • Download URL: etiq_core-1.2.4-cp38-cp38-manylinux1_x86_64.whl
  • Upload date:
  • Size: 3.2 MB
  • Tags: CPython 3.8
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/32.0 requests/2.27.0 requests-toolbelt/0.9.1 urllib3/1.26.7 tqdm/4.63.0 importlib-metadata/4.11.2 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.10.2

File hashes

Hashes for etiq_core-1.2.4-cp38-cp38-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 430a9867fbc0bf15b2eac5d1642496f225e3117c7f1bbdb91680dd800393d2d3
MD5 60c012229c6306b88e5197ef42693e91
BLAKE2b-256 c60011712688ab9aa28bd057c5c07f2df09a75e70927e534f9ad197e6dd461d3

See more details on using hashes here.

File details

Details for the file etiq_core-1.2.4-cp38-cp38-macosx_10_14_x86_64.whl.

File metadata

  • Download URL: etiq_core-1.2.4-cp38-cp38-macosx_10_14_x86_64.whl
  • Upload date:
  • Size: 3.1 MB
  • Tags: CPython 3.8, macOS 10.14+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/32.0 requests/2.27.0 requests-toolbelt/0.9.1 urllib3/1.26.7 tqdm/4.63.0 importlib-metadata/4.11.2 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.10.2

File hashes

Hashes for etiq_core-1.2.4-cp38-cp38-macosx_10_14_x86_64.whl
Algorithm Hash digest
SHA256 80289334d936c63acb4a9d46a995f476a978d8c9d4fd2d00ddb7f6d88f8db1ee
MD5 f8419567734e91cdc83a0e9fc56676d5
BLAKE2b-256 135fd3d890a0d29e93581f34d24615d22e3e30e5f5a244aa3428f2ce76cdc39e

See more details on using hashes here.

File details

Details for the file etiq_core-1.2.4-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: etiq_core-1.2.4-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 3.0 MB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/32.0 requests/2.27.0 requests-toolbelt/0.9.1 urllib3/1.26.7 tqdm/4.63.0 importlib-metadata/4.11.2 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.10.2

File hashes

Hashes for etiq_core-1.2.4-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 8cb402431f841c3337fc1e10aeb52980b4f574e7d1e2787e368dac64a6289a1d
MD5 1e4c3b6a5e21da7b049004140cdbc305
BLAKE2b-256 27e1f96b966ffdbd679bb7988e6fecc7e4129a6778b7e80092f90133fa0071ce

See more details on using hashes here.

File details

Details for the file etiq_core-1.2.4-cp37-cp37m-manylinux1_x86_64.whl.

File metadata

  • Download URL: etiq_core-1.2.4-cp37-cp37m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 3.1 MB
  • Tags: CPython 3.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/32.0 requests/2.27.0 requests-toolbelt/0.9.1 urllib3/1.26.7 tqdm/4.63.0 importlib-metadata/4.11.2 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.10.2

File hashes

Hashes for etiq_core-1.2.4-cp37-cp37m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 16e325586a2abb664273b299b0729afe02be87998f1fda87ad38ce17a1212626
MD5 23e5e5b17c587c1caa9169eb9379d56f
BLAKE2b-256 c869d8c4aeb302eeb0d0092acbd5497b1bab2874bcb30855fd5582b7efab5b13

See more details on using hashes here.

File details

Details for the file etiq_core-1.2.4-cp37-cp37m-macosx_10_14_x86_64.whl.

File metadata

  • Download URL: etiq_core-1.2.4-cp37-cp37m-macosx_10_14_x86_64.whl
  • Upload date:
  • Size: 3.0 MB
  • Tags: CPython 3.7m, macOS 10.14+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/32.0 requests/2.27.0 requests-toolbelt/0.9.1 urllib3/1.26.7 tqdm/4.63.0 importlib-metadata/4.11.2 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.10.2

File hashes

Hashes for etiq_core-1.2.4-cp37-cp37m-macosx_10_14_x86_64.whl
Algorithm Hash digest
SHA256 191589fad1ffafbb1feff296d5823568900d43116340d14de7bc81977e6b55a4
MD5 0ca2197af777a5dffa24bde2b71857e2
BLAKE2b-256 33d38930a54153d607d8adcf3661527364ec9223a196b3eb6a5b48179aaed28e

See more details on using hashes here.

File details

Details for the file etiq_core-1.2.4-cp36-cp36m-win_amd64.whl.

File metadata

  • Download URL: etiq_core-1.2.4-cp36-cp36m-win_amd64.whl
  • Upload date:
  • Size: 3.0 MB
  • Tags: CPython 3.6m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/32.0 requests/2.27.0 requests-toolbelt/0.9.1 urllib3/1.26.7 tqdm/4.63.0 importlib-metadata/4.11.2 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.10.2

File hashes

Hashes for etiq_core-1.2.4-cp36-cp36m-win_amd64.whl
Algorithm Hash digest
SHA256 df2cb7a33cca1b4d0a8d0a4e990de123adac6879793feb312092a6de01db5cbb
MD5 36c93d2ebef802c092668b561748c726
BLAKE2b-256 d2aaad4e2654b8d0757e59d3f811f1bf9cb8560aa59761af9047a01f6e626565

See more details on using hashes here.

File details

Details for the file etiq_core-1.2.4-cp36-cp36m-manylinux1_x86_64.whl.

File metadata

  • Download URL: etiq_core-1.2.4-cp36-cp36m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 3.1 MB
  • Tags: CPython 3.6m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/32.0 requests/2.27.0 requests-toolbelt/0.9.1 urllib3/1.26.7 tqdm/4.63.0 importlib-metadata/4.11.2 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.10.2

File hashes

Hashes for etiq_core-1.2.4-cp36-cp36m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 7bf1a4f2f2b0e7d6800f64192d98e1a0b8e8807f45b86259222815f48ad94293
MD5 8fd6d2b3615cf59c20ee2c54cdf580a2
BLAKE2b-256 e65634a5338e446c1ffff5d19af9e29b16d64a551fdc08309dd626698a8e61ac

See more details on using hashes here.

File details

Details for the file etiq_core-1.2.4-cp36-cp36m-macosx_10_14_x86_64.whl.

File metadata

  • Download URL: etiq_core-1.2.4-cp36-cp36m-macosx_10_14_x86_64.whl
  • Upload date:
  • Size: 3.0 MB
  • Tags: CPython 3.6m, macOS 10.14+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/32.0 requests/2.27.0 requests-toolbelt/0.9.1 urllib3/1.26.7 tqdm/4.63.0 importlib-metadata/4.11.2 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.10.2

File hashes

Hashes for etiq_core-1.2.4-cp36-cp36m-macosx_10_14_x86_64.whl
Algorithm Hash digest
SHA256 85bf5e6242786e8149f0b95f4f5b9bdec44cc836c90ac30ce77012dd2ebf00af
MD5 e37b4c9e90bd4b5ffbf5bee2f52395d5
BLAKE2b-256 af7b7a7dd58d318c4b401ad55a692d340f4c058a999dbb62c3b36c4a6fef147e

See more details on using hashes here.

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