Python库 | mindfoundry.client.horizon-2.12.0.tar.gz

# 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() ```