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IncLSTM: Incremental Ensemble LSTM Model towards Time Series Data

For the whole program

This is my recurrent code for the paper IncLSTM: Incremental Ensemble LSTM Model towards Time Series Data

This code isn't complete yet, I will continue to complete this code (maybe)

Environment

  1. Python v3.7
  2. TensorFlow 1.14.0
  3. scikit-learn 1.0.2

the latest code in the folder test01

original tips below are for the veryfastkmm code recurrece which coded by Swarup Chandra

Efficient Sampling-Based Kernel Mean Matching

Performing Kernel Mean Matching over subsampled source and target datasets to achieve scalability.

More details in the publication at IEEE ICDM 2016.

Environment

  1. Ubuntu v14.04+
  2. Python v2.7

Execution

$ python manager.py <dataset_location>

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