Metadata-Version: 2.1
Name: text_extensions_for_pandas
Version: 0.1a2
Summary: Natural language processing support for Pandas dataframes.
Home-page: https://github.com/CODAIT/text-extensions-for-pandas
Author: IBM
Author-email: frreiss@example.com
License: UNKNOWN
Description: <!-- Package description for PyPI -->
        
        Natural language processing support for Pandas DataFrames.
        
        [![Documentation Status](https://readthedocs.org/projects/text-extensions-for-pandas/badge/?version=latest)](https://text-extensions-for-pandas.readthedocs.io/en/latest/?badge=latest)
        
        
        Text Extensions for Pandas adds [extension types](https://pandas.pydata.org/docs/development/extending.html) to Pandas DataFrames for representing natural
        language data, plus a library of functions for working with these extension
        types.
        
        ## Features
        
        ### SpanArray: A Pandas extension type for *spans* of text
        
        * Connect features with regions of a document
        * Visualize the internal data of your NLP application
        * Analyze the accuracy of your models
        * Combine the results of multiple models
        
        ### TensorArray: A Pandas extension type for tensors
        
        * Represent BERT embeddings in a Pandas series
        * Store logits and other feature vectors in a Pandas series
        * Store an entire time series in each cell of a Pandas series
        
        ### Pandas front-ends for popular NLP toolkits
        
        * [SpaCy](https://spacy.io/)
        * [Transformers](https://github.com/huggingface/transformers)
        * [IBM Watson Natural Language Understanding](https://www.ibm.com/cloud/watson-natural-language-understanding)
        * [IBM Watson Discovry Table Understanding](https://cloud.ibm.com/docs/discovery-data?topic=discovery-data-understanding_tables)
        
        ## Documentation
        
        For examples of how to use the library, take a look at the notebooks in 
        [this directory](https://github.com/CODAIT/text-extensions-for-pandas/tree/master/notebooks).
        
        API documentation can be found at [https://text-extensions-for-pandas.readthedocs.io/en/latest/](https://text-extensions-for-pandas.readthedocs.io/en/latest/)
        
        ## Source Code
        
        The source code for Text Extensions for Pandas is available at [https://github.com/CODAIT/text-extensions-for-pandas](https://github.com/CODAIT/text-extensions-for-pandas).
        
        We welcome code and documentation contributions!  See the [README file](https://github.com/CODAIT/text-extensions-for-pandas/blob/master/README.md#contributing) 
        for more information on contributing.
        
        
        
        
        
        
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.7
Description-Content-Type: text/markdown
