Metadata-Version: 1.2
Name: preflet
Version: 0.0.1
Summary: The official Python SDK to go along with Preflet.
Home-page: https://www.preflet.com
Author: Preflet
Author-email: preflet@outlook.com
License: MIT
Description: # Preflet - Python SDK
        
        Use this SDK to communicate with Preflet's services to make your ML apps cloud native.
        
        
        ## Sample Code
        
        
        from preflet import Model
        from preflet import generate_auth_token
        from preflet import list_all_models
        from preflet import get_model
        
        # train_type defaults to "Classification" and can be "Multi-Class" or
        # "Regression" as well
        my_model = Model("your_model_name", trained_clf, train_type="Multi-Class")
        
        my_model.calculate_metrics(y_test, predictions)
        
        my_model.extract_metadata(x_train, y_train)
        
        token = generate_auth_token(api_key='your_api_key')
        
        # host can be 'beta.preflet.com' if you want to host it on the cloud, or
        # 'localhost'
        my_model.upload(token, host='beta.preflet.com')
        
        
        # to get a list of all your models
        data = list_all_models(token, host='beta.preflet.com')
        
        # get a specific model for normal use/batch-prediction
        downloaded_clf, details = get_model("your_model_name", token, host='beta.preflet.com')
        
        
        # make predictions out of the box
        downloaded_clf.predict([...])
        
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Intended Audience :: Developers
Requires-Python: >=3.5
