Modelling

Turi Create offers a broad set of essential machine learning models as well as task specific toolkits that let you to get started quickly while still giving you the ability to go back and customize models later.

Applications

• activity_classifier
  • activity classifier
  • utilities
• image_classifier
  • image classifier
• drawing_classifier
  • drawing classifier
  • utilities
• sound_classifier
  • sound classifier
• image_similarity
  • image similarity
• object_detector
  • object detector
  • utilities
• one_shot_object_detector
  • one shot object detector
  • utilities
• recommender
  • creating a recommender
  • item similarity models
  • item content recommenders
  • factorization recommenders
  • factorization recommenders for ranking
  • popularity-based recommenders
  • utilities
• text_classifier
  • text classifier
• style_transfer
  • style transfer

Essentials

• classifier
  • creating a classifier
  • random forest
  • decision tree
  • boosted trees
  • logistic regression
  • support vector machines
  • nearest neighbor
• clustering
  • dbscan
  • kmeans
• graph_analytics
  • connected components
  • degree counting
  • graph coloring
  • k-core
  • label propagation
  • pagerank
  • shortest path
  • triangle counting
• image_analysis
  • turicreate.image_analysis.get_deep_features
  • turicreate.image_analysis.load_images
  • turicreate.image_analysis.resize
• nearest_neighbors
  • nearest neighbors
• regression
  • creating a regression model
  • random forest
  • decision tree
  • boosted trees
  • linear regression
• text_analytics
  • term frequency transformations
  • topic models
  • utilities
• topic_model
  • topic model

Utilities

• load_model
• distances
  • distances
  • utilities
• evaluation
  • classifier metrics
  • regression metrics