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Candidate roadmap for remainder of 2016:

Predictive models

  • Novelty detection using 1-class SVM  MADLIB-990
  • Mixed effects modeling  MADLIB-987
  • Factorization machines
  • k-nearest neighbors (kNN)  MADLIB-927
  • Geographically Weighted Regression (GWR)
  • MCMC Probit and Logit regression
  • Gaussian Mixture Model using Expectation Maximization (EM) algorithm
  • Multi-layer Perceptron

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