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Analyzing Time Series Data...
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SMART-Series
Intelligent Forecasting
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Task Configuration
Data Source (Excel / CSV)
Template
Select File
No file selected yet
Ensure your file includes a date/time column.
Target Variable(s)
Please upload a file to view columns...
Note: Multi-selection is only supported for ARIMA. Others default to the first selection.
Parameters & Model
Forecast Days
Seq Len (Window)
Epochs
Variable Mode
Multivariate (with correlations)
Univariate (History only)
Informer Hyperparameters
Batch Size
8
16
32
64
Patience
Learning Rate
Dataset Split
Split Ratio (Sum = 1.0)
Train
Val
Test
The sum must equal 1.0.
Select Algorithm
LSTM
GRU
Informer
Prophet
ARIMA
Run Analysis