Metadata-Version: 2.1
Name: NLP AutoML
Version: 0.0
Summary: AutoML library for solving text -> label task
Home-page: UNKNOWN
Author: salaxieb
Author-email: salaxieb.ildar@gmail.com
License: UNKNOWN
Description: ## AutoML NLP library
        use to find baseline in text to label task
        
        [Source code](https://github.com/salaxieb/NLP_AutoML)
        
        
        #### Usage
        ```python
        from sklearn.metrics import accuracy_score
        
        from nlp_automl.auto_ml_pipeline import AutoMLPipeline
        
        config = {
            'text_column': 'message',
            'target_column': 'intent',
            'dataset': dataset,
            'evaluator': accuracy_score,
        }
        automl = AutoMLPipeline(config=config)
        best_params, pipeline = automl.find_solution(timeout=200)
        preprocessor, vectorizer, model = pipeline
        ```
        More detailed usage example [./examples/intent_prediction.py](https://github.com/salaxieb/NLP_AutoML/blob/master/examples/intent_predictition.py)
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
Provides-Extra: dev
