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clj-ml History

v0.2.4 - 2012-07-09

  • More Maven appeasement....

v0.2.3 - 2012-07-06

  • Use new RELEASE version of Incanter now that its available.

v0.2.2 - 2012-03-27

  • Maven repo changes.

v0.2.1 - 2012-03-26

  • Weight information of an instance is attached as metadata when converting to a map.

v0.2.0 - 2012-02-06

  • Upgraded to clojure 1.3.

v0.1.5 - 2012-01-23

  • MongoDB support was removed (the original author has never communicated with me and I have no intention on maintaining that functionality)

New Features

  • adds attribute-value-fn helper fn

Bug Fixes

  • fixes bug in add-attribute filter, name can now be specified.

v0.1.4 - 2011-12-14

New Features

  • new filter wrappers: remove-range, remove-percentage
  • new helpers: split-dataset, do-split-dataset, take-dataset, randomize-dataset!, randomize-dataset, map-fast-vec

v0.1.3 - 2011-10-07

New Features

  • added new attribute selection namespace

v0.1.2 - 2011-06-14

New Features

  • added dataset-weights function

Bug Fixes

  • Does not create new ClojureInstances with dataset-seq, just uses weka's built in enumerator.

v0.1.1 - 2011-06-14

New Features

  • added FastRandomForests which are more space and time efficient that Weka's default implementation.

Bug Fixes

  • More typehinting for filter creation.

v0.1.0 - 2011-04-11

New Features

  • New filter wrappers added: RemoveUseless as :remove-useless, Add as :add-attribute
  • New classifier wrappers added: PaceRegression, RandomForest, M5P Trees and boosted stumps (LogitBoost), AdditiveRegression, Gradient Boosted Decision Trees, RotationForest, SPegasos
  • Increased the number of options that can be specified for classifiers.
  • Adds :clj-streamable and :clj-batch filters which allow for custom functions to be provided for filtering the dataset.
  • More idiomatic way and using/applying filters that allows threading.
  • Attribute names can now be specified in the filters and other accessor functions instead of requiring the columns index.
  • New utility functions: into-fast-vec, dataset-replace-attribute, dataset-class-values, dataset-nominal?, make-apply-filters, classifer-copy-and-train, keyword-name, headers-only, dataset-class-name, attribute-labels-as-strings, dataset-name
  • Speed improvement in dataset-as-maps

Bug Fixes

  • is-dataset? reports falses correctly now.
  • A large ammount of type hinting was added to many areas where it was slowing down real use-cases.
  • Loading and saving instances functions now work with streams (not just files or file names).
  • nil values are allowed in datasets (represented as NaNs in weka)

v0.0.4 - 2010-10-28

New Features

  • Upgraded to Clojure 1.2. (Ben Mabey)
  • Upgraded deps and swithced to modular Incanter dependencies. (Ben Mabey)

v0.0.3 - 2010-02-28

  • Initial release by Antonio Garrote.