Scikit-learn compatible pai4sk APIs

Machine Learning APIs

• linear_model.Ridge (use SnapML)
• linear_model.Lasso (uses SnapML)
• linear_model.LogisticRegression (uses SnapML)
• svm.LinearSVC (uses SnapML)
• cluster.KMeans (uses cuML)
• neighbors.NearestNeighbors (uses cuML)
• cluster.DBSCAN (uses cuML)
• decomposition.PCA (uses cuML)
• decomposition.TruncatedSVD (uses cuML)

pai4sk Loaders APIs

• load_svmlight_file

pai4sk Metrics APIs

• log_loss
• accuracy_score
• hinge_loss
• mean_squared_error