Snap Machine Learning
1.4.0

Overview

  • Manual
  • Tutorials
  • FAQ

pai4sk ML APIs

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

pai4sk Loaders APIs

  • load_svmlight_file
  • copy_as_gpu_cmatrix

pai4sk Metrics APIs

  • log_loss
  • accuracy_score
  • hinge_loss
  • mean_squared_error

Similarity Search

  • metrics.pairwise.word_movers_distance
  • evaluate.evaluate_topk
  • loaders.load_MNIST_with_embeddings
  • loaders.load_20News
  • embeddings.load_embedding_vectors
  • embeddings.load_word2vec_embeddings

snapML APIs

  • LinearRegression
  • LogisticRegression
  • SVM
  • DecisionTreeClassifier
  • RandomForestClassifier
  • log_loss
  • accuracy_score
  • hinge_loss
  • mean_squared_error

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
Snap Machine Learning
  • Docs »
  • Search

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