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CHANGELOG.md

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Change Log

[0.9.1] - 2018-7-30

improvement

  • make-skip-thought-model dumps .encoder as well as whole skip-thought model
  • skip-thought-vector returns actual word sequence
    • rare word will be converted to special symbol <unk>

rename

  • function make-skip-thought -> make-skip-thought-model
  • variable shareed? -> shared-decoder?

[0.9.0] - 2018-7-27

change

  • add optimizer
  • move clip! to optimizer
  • clip! limits gradients by using l2-norm
  • rewrite! -> update-param!

[0.8.9] - 2018-7-26

fix

  • add clip! to encoder-decoder models to avoid NaN

change

  • changed clipping value from -1 to 1

[0.8.8] - 2018-7-24

fix

  • skip-thought model skips incomplete conversation line

[0.8.7] - 2018-4-14

  • trivial changes and fixes
  • update documentation

[0.8.6] - 2018-2-26

update

  • dependencies
[org.clojure/clojure "1.9.0"]
[net.mikera/core.matrix "0.62.0"]
[clj-time "0.14.2"]
[org.clojure/core.async "0.4.474"]

[0.8.5] - 2018-1-12

update

  • binary-classification-error
    • throws exception wheninvalid expectation given

[0.8.4] - 2017-10-17

add

  • valid-embedding?

fix

  • merge-param!

[0.8.0] - 2017-6-9

add

  • attention encoder-decoder
    • GRU
    • LSTM

[0.7.0] - 2017-6-6

add

  • standard rnn
  • Gated Recurrent Unit(GRU)
  • encoder-decoder with GRU
  • Skip-Thought

change

  • LSTM was moved to src/prism/nn/rnn/
  • encoder-decoder-lstm was moved to src/prism/nn/encoder-decoder/

rename

  • sequential-output was renamed to forward (lstm)

[0.6.0] - 2017-6-1

add

  • encoder-decoder model formally (LSTM only)
  • tentatively add batch normalization of feedforward

change

  • trivial changed architecture of each models
  • use clojure.core.matrix.random for sampling

remove

  • matrix to be more readable

[0.5.1] - 2017-5-21

add

  • error-function for multiclass classification
  • add LSTM demo for multiclass classification

[0.5.0] - 2017-5-20

Changed

  • add CHANGELOG.md (this file)
  • now prism uses clojure.core.matrix as default matrix implementation
  • add orthogonal-initialization for recurrent connection