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v1.5.1

Version 1.5.1 of DynaML, released September 20, 2017, introduces bug fixes and some useful new features

Additions

Package dynaml.probability.distributions

• Added Kumaraswamy distribution, an alternative to the Beta distribution.
• Added Erlang distribution, a special case of the Gamma distribution.

Package dynaml.analysis

• Added Radial Basis Function generators.

  • Gaussian
  • Inverse Multi-Quadric
  • Multi-Quadric
  • Matern Half-Integer

• Added an inner product space implementation for Tuple2

Bug Fixes

Package dynaml.kernels

• Fixed bug concerning hyper-parameter blocking in CompositeCovariance and its children.

Package dynaml.probability.distributions

• Fixed calculation error for normalisation constant of multivariate T and Gaussian family.

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