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TimeVQVAE-saved_models-20230203.zip (2 GB)

Pretrained models of TimeVQVAE

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posted on 2023-02-08, 15:10 authored by Daesoo LeeDaesoo Lee

This is a part of the TimeVQVAE GitHub repository, https://github.com/ML4ITS/TimeVQVAE.

It provides the pretrained models of TimeVQVAE for all the UCR archive datasets. 

For each dataset, there are 7 pretrained models:

  • two encoders (one for LF and another for HF), named encoder_l and encoder_h.
  • two decoders (one for LF and another for HF), named decoder_l and decoder_h.
  • two vector-quantizers (one for LF and another for HF), named  vq_model_l and  vq_model_h.
  • maskgit (i.e., the prior model), named maskgit.

Note that the file name format is "model_type-dataset_name".

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