История

Kartik Choudhary 5b4bd20560 Add helper method for genai metrics (#2519 ) * Added info about required packages * Update responsibleaidashboard-question-answering-model-debugging.ipynb * show example prediction * Update responsibleaidashboard-question-answering-model-debugging.ipynb * add helper method for genai metrics Signed-off-by: Kartik Choudhary <kartikchoudh@umass.edu> * Fix import order in metrics.py Signed-off-by: Kartik Choudhary <kartikchoudh@umass.edu> --------- Signed-off-by: Kartik Choudhary <kartikchoudh@umass.edu>		2024-01-31 10:46:34 -05:00
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responsibleai_text	Add helper method for genai metrics (#2519 )	2024-01-31 10:46:34 -05:00
tests	Add helper method for genai metrics (#2519 )	2024-01-31 10:46:34 -05:00
README.md	remove python 3.6 from builds, tests and packages (#2442 )	2023-12-06 11:34:24 -05:00
requirements-dev.txt	release tensorflow pin in RAI vision and text package tests which was added last year to fix huggingface transformer models (#2472 )	2024-01-03 10:32:20 -05:00
requirements.txt	update responsibleai-text and responsibleai-vision packages to responsibleai 0.33.0 (#2477 )	2024-01-02 11:40:33 -05:00
setup.py	added generative text explainer (#2516 )	2024-01-30 10:58:07 -05:00

README.md

Responsible AI Text SDK for Python

This package has been tested with Python 3.7, 3.8 and 3.9

The Responsible AI Text sdk enables users to analyze their machine learning models for text data in one API. Users will be able to analyze errors, explain the most important features, and understand their data using a single API.

Highlights of the package include:

explainer.add() explains the model

Supported scenarios, models and datasets

The Responsible AI Text SDK supports multiclass classification and question answering models on text data currently.

The open source code for the visualization dashboard can be found here: https://github.com/microsoft/responsible-ai-toolbox