API Documentation

We currently provide four python modules. Check out the APIs exposed by these modules in the relevant links,

• pai4sk APIs

  • Machine Learning

    • linear_model.Ridge
    • linear_model.Lasso
    • linear_model.LogisticRegression
    • svm.LinearSVC
    • cluster.KMeans
    • cluster.DBSCAN
    • decomposition.PCA
    • decomposition.TruncatedSVD

  • Loaders

    • load_svmlight_file

  • Metrics

    • log_loss
    • accuracy_score
    • hinge_loss
    • mean_squared_error

• SnapML APIs

  • LinearRegression
  • LogisticRegression
  • SVM
  • DecisionTreeClassifier
  • RandomForestClassifier

• SnapML Loaders APIs

  • load_from_svmlight_format
  • load_from_snap_format
  • load_snap_file
  • write_to_snap_format

• SnapML Spark APIs

  • LinearRegression
  • LogisticRegression
  • SupportVectorMachine
  • DatasetReader
  • Metrics
  • Utils