Metadata-Version: 1.2
Name: aiscan
Version: 0.0.3
Summary: Scan AI models for problems
Home-page: https://github.com/IQTLabs/aiscan
Author: JJ Ben-Joseph
Author-email: jbenjoseph@iqt.org
License: Apache
Description: AI Scan
        ~~~~~~~
        
        This is a scanner that will scan your AI models for problems. Currently it focuses on bias testing. It is currently pre-alpha.
        
        
        How to Use
        ~~~~~~~~~~
        
        First install it:
        
        ::
        
            pip install aiscan
        
        
        Run it in this manner (currently supports models from HuggingFace's repository):
        
        ::
        
            aiscan --huggingface roberta-base --task fill-mask
        
        Here is another example with a different bias task.
        
        ::
        
            aiscan --huggingface cross-encoder/nli-distilroberta-base --task zero-shot-classification
        
        That's it for now. More will come.
        
        
        Future Work
        ~~~~~~~~~~~~
        
        * More bias tests. More metrics for bias testing based on the research in the field.
        * Integration with other types of testing (eg. adversarial robustness)
        * More kinds of models besides HuggingFace models. We are especially interested in MLFlow integration.
        * Documentation.
        
        Please contribute if you can. Help is always helpful.
        
        License
        ~~~~~~~
        
        Apache
        
        Credit
        ~~~~~~
        
        A project of IQT Labs.
        
Keywords: machine_learning artificial_intelligence
Platform: UNKNOWN
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Development Status :: 1 - Planning
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
