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Supported Algorithms

CycloneML integrates wrappers for the following algorithms:

  • Support Vector Classification
  • Linear Support Vector Classification
  • Logistic Regression
  • Naïve Bayes
  • Gaussian Mixture Clustering
  • K-Means Clustering and Classification
  • Latent Dirichlet Allocation
  • Spectral Clustering
  • Word2Vec
  • Factorization Machine
  • FP-Growth
  • Alternating Least Squares
  • Linear Regression
  • Decision Tree
  • Gradient Boosted Decision Tree
  • Random Forest

Note: Since the Scala API of Frovedis has some limitations that wrappers cannot compensate for, we still sometimes need to modify existing code to account for those differences.