Public
This directory contains 29 workflows.
01_Local_Explanation_Examples
Local Interpretation Workflow This workflow demonstrates the use of the Local Explanation View component on three separate datasets on which the AutoML […]
01_Model_Monitoring_with_Integrated_Deployment
This an example showing how you can monitor a deployed model using Integrated Deployment and Guided Analytics.
ARIMA Example
This workflow predicts the irregular component of time series (energy consumption) by autoregressive integrated moving average (ARIMA) models that aim at […]
AUTO SARIMA Example
This workflow demonstrates how the SARIMA components can be used to generate forecasts. In this case for hourly temperature data.
AUTO SARIMA Taxi Demand
This workflow demonstrates how the SARIMA components can be used to generate forecasts. In this case for hourly taxi demand prediction in New York city.
Auto-SARIMA Exercise
This workflow demonstrates how the SARIMA components can be used to generate forecasts. In this case for hourly temperature data.
Categorical Autocorrelation
Uses the Linear Correlation node on a lagged categorical column to create a plot of Cramer's V vs lag value.
Energy Consumption Forecasting with LSTM
This workflow predicts time series (energy consumption) by an LSTM network with lagged values as input. The trained model is then used for out-of-sample […]