piwheels

pyreal

Library for evaluating and deploying human readable machine learning explanations.

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install pyreal

Dependencies

• numba
• shap
• lime
• seaborn
• matplotlib
• scikit-learn
• reverse-geocoder
• numpy
• openai
• pandas
• faiss-cpu

Releases

Version	Released	Bookworm Python 3.11	Trixie Python 3.13	Files
0.4.10	2024-08-05
pyreal-0.4.10-py3-none-any.whl (1 MB)
0.4.9	2024-04-22
pyreal-0.4.9-py3-none-any.whl (1 MB)
0.4.8	2024-03-15
pyreal-0.4.8-py3-none-any.whl (1020 KB)
0.4.7	2023-12-04
pyreal-0.4.7-py3-none-any.whl (1013 KB)
0.4.6	2023-11-06
pyreal-0.4.6-py3-none-any.whl (1010 KB)
0.4.5	2023-08-24
pyreal-0.4.5-py3-none-any.whl (1009 KB)
0.4.4	2023-07-24
pyreal-0.4.4-py3-none-any.whl (1005 KB)
0.4.3	2023-07-05
pyreal-0.4.3-py3-none-any.whl (1003 KB)
0.4.2	2023-06-22
pyreal-0.4.2-py3-none-any.whl (1002 KB)
0.4.1	2023-05-02
pyreal-0.4.1-py3-none-any.whl (999 KB)
0.4.0	2023-04-10
pyreal-0.4.0-py3-none-any.whl (994 KB)
0.3.2	2023-02-13
pyreal-0.3.2-py3-none-any.whl (476 KB)
0.3.1.1	2023-01-20
pyreal-0.3.1.1-py3-none-any.whl (476 KB)
0.3.1	2023-01-20
pyreal-0.3.1-py3-none-any.whl (476 KB)
0.3.0	2022-04-12
0.2.0	2021-11-29
0.1.0	2020-11-18
pyreal-0.1.0-py2.py3-none-any.whl (16 KB)
0.1.0.dev0 pre-release	2020-10-21
pyreal-0.1.0.dev0-py2.py3-none-any.whl (16 KB)

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