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This directory contains 31 workflows.
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 […]
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Forecast_Horizon_Example
This workflow trains a SARIMA model on daily energy consumption data and uses the Forecast Horizon component to analyze the quality of the forecast as the […]
Fourier Transform for Anamoly Detection
In this workflow I demonstrate how the Fourier Transform along with basic aggregations and rule settings can be used to automatically detect anomalies on […]
Fourier Transform for Singal Classification
In this workflow I apply the fourier transform to audio recordings of 4 different sources to generate cross sectional data for use in a classification […]
Greyscale Image
Greyscale Image Converts an image to greyscale and outputs as a table of pixels TAGS: greyscale,pixel,image
Monitor Model
This component can generate a view to monitor the performance of a model captured with Integrated Deployment. The model can be already deployed or captured […]
Numbers of Seasonalities
SARIMA Taxi Demand Forecasting This workflow demonstrates how the SARIMA components can be used to generate forecasts. In this case for hourly taxi demand […]
Outlier Review
Outlier Review Detect outliers and generate table with row and column location of outlier as well as average and standard deviation of column. TAGS: […]