@akondas akondas released this Feb 16, 2018 · 44 commits to master since this release

Assets 2
  • feature [FeatureSelection] implement SelectKBest with scoring functions (#232)
  • feature [FeatureSelection] implement VarianceThreshold - simple baseline approach to feature selection. (#228)
  • feature [Classification] support probability estimation in SVC (#218)
  • feature [NeuralNetwork] configure an Activation Function per hidden layer (#208)
  • feature [NeuralNetwork] Ability to update learningRate in MLP (#160)
  • feature [Metric] Choose averaging method in classification report (#205)
  • enhancement Add phpstan strict rules (#233)
  • enhancement Flatten directory structure (#220)
  • enhancement Update phpunit/phpunit (#219)
  • enhancement Cache dependencies installed with composer on Travis (#215)
  • enhancement Add support for coveralls.io (#153)
  • enhancement Add phpstan and easy coding standards (#156, #168)
  • enhancement Throw exception when libsvm command fails to run (#200, #202)
  • enhancement Normalize composer.json and sort packages (#214, #210)
  • enhancement Rewrite DBSCAN (#185)
  • fix phpunit include tests path (#230)
  • fix support of a rule in Apriori (#229)
  • fix apriori generates an empty array as a part of the frequent item sets (#224)
  • fix backpropagation random error (#157)
  • fix logistic regression implementation (#169)
  • fix activation functions support (#163)
  • fix string representation of integer labels issue in NaiveBayes (#206)
  • fix the implementation of conjugate gradient method (#184)
  • typo, tests and documentation fixes (#234, #221, #181, #183, #155, #159, #165, #187, #154, #191, #203, #209, #213, #212, #211)