{"package": "aiverify-shap-toolbox", "summary": "AI Verify SHAP Toolbox provides SHAP (SHapley Additive exPlanations) methods to explain the output of machine learning models.", "pypi_url": "https://pypi.org/project/aiverify-shap-toolbox", "piwheels_url": "https://www.piwheels.org/project/aiverify-shap-toolbox", "releases": {"2.2.1": {"released": "2026-03-20 15:51:00", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"aiverify_shap_toolbox-2.2.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/aiverify-shap-toolbox/aiverify_shap_toolbox-2.2.1-py3-none-any.whl", "filehash": "9c964f9608b0527514340b27b590ab7c45a9c956aa7dc4e6635aa2aa1a2a427e", "filesize": 26251, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.13,>=3.10", "apt_dependencies": [], "pip_dependencies": ["aiverify-test-engine", "coverage", "joblib", "numpy", "pandas", "scikit-learn", "scipy", "shap", "xgboost"]}}}, "2.2.0": {"released": "2025-11-02 00:17:55", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"aiverify_shap_toolbox-2.2.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/aiverify-shap-toolbox/aiverify_shap_toolbox-2.2.0-py3-none-any.whl", "filehash": "9459e266c6ad2486db8c35a1a0377ee546d282e0677667475d82982923450e82", "filesize": 26252, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.13,>=3.10", "apt_dependencies": [], "pip_dependencies": ["aiverify-test-engine", "coverage", "joblib", "numpy", "pandas", "scikit-learn", "scipy", "shap", "xgboost"]}}}, "2.1.0": {"released": "2025-08-28 08:36:41", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"aiverify_shap_toolbox-2.1.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/aiverify-shap-toolbox/aiverify_shap_toolbox-2.1.0-py3-none-any.whl", "filehash": "61e48d9b4eb1ab104b5d4489ac4eb968bcea83abceae9024e6d49374a18207bd", "filesize": 26232, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.13,>=3.10", "apt_dependencies": [], "pip_dependencies": ["aiverify-test-engine", "joblib", "numpy", "pandas", "scikit-learn", "scipy", "shap", "xgboost"]}}}, "2.0.1": {"released": "2025-04-29 09:06:38", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "2.0.0": {"released": "2025-04-17 09:00:16", "prerelease": false, "yanked": false, "skip_reason": "", "files": {}}, "2.0.0a1": {"released": "2024-11-06 13:04:28", "prerelease": true, "yanked": false, "skip_reason": "", "files": {"aiverify_shap_toolbox-2.0.0a1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/aiverify-shap-toolbox/aiverify_shap_toolbox-2.0.0a1-py3-none-any.whl", "filehash": "899a06a0c61ff668321ff0de86bceef6318df8904ad4a721a75ddcb4455ba5aa", "filesize": 25018, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": "<3.12,>=3.10", "apt_dependencies": [], "pip_dependencies": ["aiverify-test-engine", "joblib", "numpy", "pandas", "scikit-learn", "scipy", "shap", "xgboost"]}}}}}