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Commits on May 29, 2017

• replaced __call__ with pdf

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Commits on May 28, 2017

• saves prior distribution

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  ac006f1

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• fixed bugs

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  2472fa9

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• eased assert conditions

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• deleted a blanc line

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Commits on May 24, 2017

• random variables

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Commits on May 21, 2017

• implemented random variables

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Commits on May 20, 2017

• implemented particle filter, which still has some bugs

  ctgk

  committed
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Commits on May 17, 2017

• implemented bernoilli and categorical distribution

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  f30b013

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• fixed

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  72d03b8

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• merged fit and fit_online methods in one method

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Commits on May 14, 2017

• demo of kalman filter

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Commits on Apr 11, 2017

• framework of particle filtering and smoothing

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  committed
  a3d637b

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• kalman filtering with missing values

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  af11fb2

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• implemented kalman filter

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  committed
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Commits on Apr 9, 2017

• implemented EM alg. to estimate emission model parameter

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Commits on Apr 8, 2017

• fixed bug and added viterbi algorithm

  ctgk

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  6eac320

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• categorical and gaussian hmm

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Commits on Apr 1, 2017

• Merge branch 'dev'

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• added some tests

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Commits on Mar 28, 2017

• neural networks tests

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• linear regression test

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  5e11ae1

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• added tests

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Commits on Mar 3, 2017

• notebook for ch13

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• added folder named markov_models

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Commits on Feb 20, 2017

• included feature_extractions

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Commits on Feb 11, 2017

• Update README.md

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  authored
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• added autoassociative mapping demonstration

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  fda45f1

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• changed layers from list to OrderedDict

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  76d6aca

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• deleted redundant comments

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  c42ace0

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• added cnn

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  fc54fde

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• changed expected dtype to be np.float32

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  969fed0

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• added pca and bayesian pca

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Commits on Feb 7, 2017

• added Metropolis Hastings algorithm

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Commits on Feb 6, 2017

• added some sampling methods and their demos

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