sitmo/shaperone

A game theoretic approach to explain the output of any machine learning model.

SHAPerone is a patched fork of SHAP

Patches

Shaperone 0.41.6 (Shap 0.41)

• Fixed issue 2909 NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. This will prevent a breaking change in Numba>=0.59.0
• Fixed missing jit import in links.py
• Upgraded github action actions/checkout@v2, actions/setup-python@v2, codecov/codecov-action@v2 to v3. The v2 actions depend on depreciated node 12, the new v2 actions have upgraded to node 16

Shaperone 0.41.5 (Shap 0.41)

• Fixed the failing build_wheels.yml github action for the OSX target. Upgraded from the no longer existing macOS-10.15 to macos-11.
• Patched issue 2721, pull 2697 with beeswarmplot that broke compatibility with matplotlib>3.5.3
• Removed usage of np.int, np.bool and np.float pull 1890. The use of np.int, np.bool and np.float has been depreciated since numpy 1.20.0 and removed in numpy>=1.24.0.

Install

SHAPerone can be installed from PyPI:

pip install shaperone