Skip to main content

A Python package for efficient causal SHAP computations

Project description

Fast Causal SHAP

This folder contains the core modules and components for the Fast Causal SHAP Python package. Fast Causal SHAP provides efficient and interpretable SHAP value computation for causal inference tasks.

Features

  • Fast computation of SHAP values for causal models
  • Support for multiple causal inference frameworks

Installation

Install Fast Causal SHAP using pip:

pip install fast-causal-shap

Or, for the latest development version:

pip install git+https://github.com/woonyee28/CausalSHAP.git

Usage

// To be added

Citation

If you use this package in your research, please cite: // To be added

License

This project is licensed under the MIT License.

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

fast_causal_shap-0.1.0.tar.gz (5.8 kB view details)

Uploaded Source

Built Distribution

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

fast_causal_shap-0.1.0-py3-none-any.whl (6.3 kB view details)

Uploaded Python 3

File details

Details for the file fast_causal_shap-0.1.0.tar.gz.

File metadata

  • Download URL: fast_causal_shap-0.1.0.tar.gz
  • Upload date:
  • Size: 5.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for fast_causal_shap-0.1.0.tar.gz
Algorithm Hash digest
SHA256 dd7c55409f857f48eed7e946eef13092356599708a961e59738352e5b2632565
MD5 28306d2821dc01e39161b7c3b08951f4
BLAKE2b-256 b06ff6598826fbc60b7a0b269bc69ee7328730c7d4b5065e97b52c16ca4c80e3

See more details on using hashes here.

Provenance

The following attestation bundles were made for fast_causal_shap-0.1.0.tar.gz:

Publisher: python-publish.yml on woonyee28/FastCausalSHAP

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fast_causal_shap-0.1.0-py3-none-any.whl.

File metadata

File hashes

Hashes for fast_causal_shap-0.1.0-py3-none-any.whl
Algorithm Hash digest
SHA256 742a5f874e41bce273559fa095c55327fe9beed62b711decd320831479f7bc21
MD5 41dfa21b5b2fe91e2bf575948a33f93b
BLAKE2b-256 ed143a484bc134be3773662cf3ad2413b753d3fa30a5708dded87383fee06d5a

See more details on using hashes here.

Provenance

The following attestation bundles were made for fast_causal_shap-0.1.0-py3-none-any.whl:

Publisher: python-publish.yml on woonyee28/FastCausalSHAP

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

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