Metadata-Version: 2.1
Name: ibm-metrics-plugin
Version: 4.8.6.7
Summary: IBM Watson OpenScale Metrics library
Author: IBM
Author-email: kishore.patel@in.ibm.com, pvemulam@in.ibm.com
Requires-Python: >=3.10
Description-Content-Type: text/markdown
Requires-Dist: numpy<1.24,>=1.23
Requires-Dist: pandas<1.5,>=1.3.4
Requires-Dist: scikit-learn==1.1.1
Requires-Dist: ibm-wos-utils~=4.8.6.0
Requires-Dist: xport==3.2.0
Requires-Dist: shap<=0.41.0
Requires-Dist: pyparsing==2.4.7
Requires-Dist: spark-nlp==4.1.0
Requires-Dist: cvxpy==1.3.2
Requires-Dist: service-locator==0.1.3
Requires-Dist: osqp>=0.6.2
Requires-Dist: h5py~=3.11.0
Requires-Dist: nltk==3.8.1
Requires-Dist: marshmallow==3.10.0
Requires-Dist: toolz<0.13,>=0.12.0
Requires-Dist: transformers~=4.38.0
Requires-Dist: KDEpy==1.1.7
Requires-Dist: statsmodels~=0.13.5
Requires-Dist: ibm-db-sa==0.3.9
Requires-Dist: psycopg2<2.10,>=2.9.3
Requires-Dist: SQLAlchemy<2.0,>=1.4.46
Requires-Dist: tabulate~=0.9.0

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## Welcome to `ibm_metrics_plugin`
******************************************

`ibm_metrics_plugin` is a python API for computing llm, fairness metrics and explaining transactions using notebooks. For more information, look at [documentation](https://www.ibm.com/docs/en/cloud-paks/cp-data/4.0?topic=tutorials-metrics-computation-using-python-sdk)

## Important Notice:

- If you are using **IBM watsonx.governance** or **IBM Watson OpenScale** on Cloud, please install [ibm-metrics-plugin v3.0.x](https://pypi.org/project/ibm-metrics-plugin/).
- If you are using **IBM watsonx.governance** or **IBM Watson OpenScale** on CPD, please install the version with the CPD version as prefix Eg: [ibm-metrics-plugin v4.8.x.x](https://pypi.org/project/ibm-metrics-plugin/).
- IBM is not responsible for any existing vulnerabilities within the third-party dependencies that are required to install the ibm-metrics-plugin python package.

### License

This library is delivered under the [International License Agreement for Non-Warranted Programs](https://www14.software.ibm.com/cgi-bin/weblap/lap.pl?li_formnum=L-AMCU-CCTQDV).
