v0.1.13

DPMMSubClusters v0.1.13

Diff since v0.1.12

predict now returns '(labels,probability_matrix)' where the matrix is of NxK.
Added smart splits for Gaussians (added keyword to fit 'smart_splits=true').
Bugs:

Closed issues:

• Release 0.1.12 (#24)

Merged pull requests:

• support specialfunctions 2.x (#25) (@stevengj)
• Create LICENSE (#26) (@dinarior)
• smart splits (#27) (@dinarior)

v0.1.12

DPMMSubClusters v0.1.12

Diff since v0.1.11

• Added predict method for an existing model.

Bugs:

Merged pull requests:

• Fix a typo (#22) (@nclarkjudd)

v0.1.11

DPMMSubClusters v0.1.11

Diff since v0.1.10

Bugs:

Fixed a f32 rounding error bug for the NIW prior.

v0.1.10

DPMMSubClusters v0.1.10

Diff since v0.1.9

Bugs:

Workaround for numerical errors during NIW posterior calculation.

v0.1.9

DPMMSubClusters v0.1.9

Diff since v0.1.7

Bugs:

Updated dependencies versions.
Removed redundant dependencies.
Removed redundant code.

Closed issues:

• Release 0.1.7 (#14)
• Release 0.1.8 (#16)

Merged pull requests:

• Install TagBot as a GitHub Action (#15) (@JuliaTagBot)
• support specialfunctions 1.0 (#17) (@stevengj)

v0.1.7

Bugs:

Update functions to SpecialFunctions 0.8

v0.1.6

Bugs:

• Fixed numerical error occurring on high-trials multinomials, which caused the deletion of components

Features:

• Now you can use an outlier component for catching all the outliers, specify its estimated weight, and its hyper params (depends on data and prior, a NIW example will have very high pseudo counts and very wide isotopic variance).
• fit(...) now return the sub labels as well.
• cluster_statistics(points, labels, clusters) is a new function which, given the output of the model (or of other points/labels), provides the avg LL and probability of each cluster/

v0.1.5

v0.1.5 (2019-12-12)

Diff since v0.1.4

Closed issues:

• Release 0.1.14 (#10)

v0.1.4

v0.1.4 (2019-10-31)

Diff since v0.1.3

Closed issues:

• [BUG] Distributed computing slow down (#8)
• ERROR: MethodError: no method matching fit (#7)
• Release 0.1.3 (#6)

Merged pull requests:

• Dist bug fix (#9) (dinarior)

v0.1.3

v0.1.3 (2019-08-25)

Diff since v0.1.2

Closed issues:

• Release 0.1.2 (#5)