Metadata-Version: 2.1
Name: mindfoundry.client.horizon
Version: 2.12.1
Summary: Mind Foundry Horizon Client
Home-page: https://mindfoundry.ai/horizon
Author: Mind Foundry Ltd
Author-email: support@mindfoundry.ai
License: MIT
Description: # Mind Foundry Horizon Client
        
        This package contains a python client that can be used to interact with an instance of Mind Foundry Horizon. The client exposes a familiar interface that allows you to tackle forecasting problems with ease.
        
        ```python
        from mindfoundry.client.horizon import Connection
        from mindfoundry.client.horizon.models import HorizonForecaster
        
        # Generate an API key in the Horizon dashboard
        connection = Connection(
            base_url="your Horizon instance",
            api_key="your api key",
        )
        
        # Create a new forecasting model. See the complete documentation
        # for a more in-depth explanation of each argument.
        model = HorizonForecaster(
            connection=connection,
            name="My Forecaster",
            targets=["target1", "target2", ...],
            horizons=[1, 2, 3],
            refinement=False,
        )
        
        # Train a model on some training data (a pandas dataframe)
        model.fit(training_data)
        
        # Make a prediction on new data
        prediction = model.predict(new_data)
        print(prediction.as_df().head())
        
        # Save the model for later use
        model.save("/path/to/model/file")
        
        # Re-load the model
        model = HorizonForecaster.load("/path/to/model/file", connection=connection)
        
        # The model can be updated with new data in the same format
        model.update(new_data_2)
        new_prediction = model.predict()
        ```
        
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Programming Language :: Python :: 3
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Financial and Insurance Industry
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
Provides-Extra: dev
Provides-Extra: all
