ComfyUI Node: NNT Time Series Data Loader

Authored by inventorado

Created

Updated

61 stars

Category

NNT Neural Network Toolkit/Data Loading

Inputs

dataset
  • airline_passengers
  • sunspots
  • mortality_rates
  • livestock
  • electricity_consumption
  • gas_prices
  • temperature
  • unemployment
  • stock_returns
  • exchange_rates
  • co2_levels
start_date STRING
end_date STRING
frequency
  • M
  • D
  • W
  • Y
  • Q
  • H
preprocessing
  • None
  • standardize
  • normalize
  • log
  • difference
  • box-cox
fill_missing
  • forward
  • backward
  • linear
  • none
return_type
  • single_series
  • multi_series
  • features_targets
sequence_length INT
prediction_horizon INT
custom_filepath STRING

Outputs

TENSOR

TENSOR

STRING

DICT

Extension: ComfyUI Neural Network Toolkit NNT

Neural Network Toolkit (NNT) for ComfyUI is an extensive set of custom ComfyUI nodes for designing, training, and fine-tuning neural networks. This toolkit allows defining models, layers, training workflows, transformers, and tensor operations in a visual manner using nodes.

Authored by inventorado

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