ComfyUI Node
NNT Time Series Data Loader
A ComfyUI node in NNT Neural Network Toolkit/Data Loading with 10 inputs and 4 outputs.
NNT Time Series Data Loader
- time_series_data
- features_targets
- dataset_info
- dataset_stats
◄datasetairline_passengers►
◄start_date1949-01►
◄end_date1960-12►
◄frequencyM►
◄preprocessingNone►
◄fill_missingforward►
◄return_typesingle_series►
◄sequence_length60►
◄prediction_horizon12►
◄custom_filepath►
CategoryNNT Neural Network Toolkit/Data Loading
Inputs (10)
| Name | Type | Default | Description |
|---|---|---|---|
| dataset | COMBO | airline_passengers | 11 options: airline_passengers, sunspots, mortality_rates, livestock, electricity_consumption, gas_prices, +5 |
| start_date | STRING | 1949-01 | — |
| end_date | STRING | 1960-12 | — |
| frequency | COMBO | M | 6 options: M, D, W, Y, Q, H |
| preprocessing | COMBO | None | 6 options: None, standardize, normalize, log, difference, box-cox |
| fill_missing | COMBO | forward | 4 options: forward, backward, linear, none |
| return_type | COMBO | single_series | 3 options: single_series, multi_series, features_targets |
| sequence_length | INT | 601–1000 | — |
| prediction_horizon | INT | 121–100 | — |
| custom_filepathopt | STRING | — |
Outputs (4)
| Name | Type | Description |
|---|---|---|
| time_series_data | TENSOR | — |
| features_targets | TENSOR | — |
| dataset_info | STRING | — |
| dataset_stats | DICT | — |