Skip to main content

Fast Hierarchical Games for Image Explanations

Project description

h-shap provides a fast, hierarchical implementation of Shapley coefficients for image explanations. It is exact, and it does not rely on approximation. In binary classification scenarios, h-shap guarantees an exponential computational advantage when explaining an important concept contained in the image.

Project details


Download files

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

Source Distribution

h-shap-0.1.6.tar.gz (7.5 kB view details)

Uploaded Source

Built Distribution

h_shap-0.1.6-py3-none-any.whl (6.6 kB view details)

Uploaded Python 3

File details

Details for the file h-shap-0.1.6.tar.gz.

File metadata

  • Download URL: h-shap-0.1.6.tar.gz
  • Upload date:
  • Size: 7.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.9.16

File hashes

Hashes for h-shap-0.1.6.tar.gz
Algorithm Hash digest
SHA256 32a72d3df5b12f847b145bf1d69a15c9bd36ac49a4beef9268aafd29105094fb
MD5 8ef285dc391c3fb660592157958a1cae
BLAKE2b-256 8eb8a4163817e70e2d63ff72c739a084b1408c84b5cfd1ee87ce4971262f1fc6

See more details on using hashes here.

File details

Details for the file h_shap-0.1.6-py3-none-any.whl.

File metadata

  • Download URL: h_shap-0.1.6-py3-none-any.whl
  • Upload date:
  • Size: 6.6 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.9.16

File hashes

Hashes for h_shap-0.1.6-py3-none-any.whl
Algorithm Hash digest
SHA256 1d4e582f8190c87e5a8c8df6c56d30bc94a43f65e05692dd5aea96f26762b8dd
MD5 b600fbb824d75f1ed57c280445345de2
BLAKE2b-256 49fa7237e27d7de875dba4b1783b8c6758104492e0ec46e98aa0fe38d5299d57

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