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Releases: TharinduDR/Siamese-Recurrent-Architectures

1.3.1

05 Mar 10:33
8edf692
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  • Standardized the code

1.3.0

01 Feb 15:51
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  • Implemented Capsule network, shared capsule on top of GRU layer
  • Implemented paragraph embeddings
  • Implemented mergiong of different embeddings

1.2.0

25 Jan 10:19
ba734d7
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  • Added better documentation
  • Added requirements file
  • Added MALSTM-ATTENTION, MAGRU-ATTENTION modelsand compared it with the MALSTM.

1.1.0

18 Jan 09:20
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  • MABIGRU - Siamese recurrent network with Bi directional GRU was implemented. Performance increased compared to original paper - MALSTM, but not better than MAGRU in 1.0.0 release
  • MABILSTM - Siamese recurrent network with Bi directional LSTM was implemented

1.0.0

02 Jan 09:08
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  • Implemented MALSTM
  • Implemented different optimizers for MALSTM and compared it with the original approach - gained a performance improvement
  • Implemented MAGRU with different optimizers and compared it to MALSTM - gained a performance improvement