GraphLab Create.

A machine learning modeling tool for developers and data scientists.

Application-Oriented Toolkits

Graphlab Create™ simplifies development of machine learning models. Each incorporates automatic feature engineering, model selection, and machine learning visualizations specific to the application.

Recommender

Recommend products, ads or services to increase revenue and engagement.
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Data Matching

Identify and link records within or across data sources that correspond to the same real-world entities.
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Sentiment Analysis

Score & summarize sentiment on text corpora to efficiently understand issues in support forums, social media, & reviews.
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Churn Predictor

Predict the likelihood customers will churn, understand the influential factors, and take action to prevent it from happening.
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Lead Scoring

Predict which trial users & prospects are most likely to convert to customers to prioritize your sales efforts.
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Elements for Advanced Machine Learning Applications

Common data structures, a broad set of algorithms, and components that are open, scalable, and extensible empower you to design advanced and innovative machine learning applications unique to your company and data.

Scalable Data Structures

manipulate & transform tables, graphs, & time series

Feature Engineering

compose & share data pipelines using stateful transformers

Anomaly Detection

local outlier factor, moving z-score, & bayesian changepoint detection

Classification

random forest, boosted trees, SVMs, neural nets, nearest neighbors

Deep Learning

create RNNs & CNNs, build with mxnet primitives, or choose from our models

Nearest Neighbors

standard & composite distances, ball-tree & LSH

Text Analytics

topic modeling, tfidf & bm25, tokenization, & inverted-index search

Pattern Mining

top K FP growth for mining of frequent item sets

Image Analytics

transform images for tagging, search, and feature extraction

Regression

linear regression, decision trees, random forest, boosted trees

Clustering

dbscan, kmeans

Graph Analytics

label propagation, pagerank, connected components, shortest path, and others

Model Optimization

find the best model with model search, evaluation & cross validation

Machine Learning Visualizations

build trust with interactive evaluations, explanations, & explorations

C++ SDK Plugin Architecture

easily extend Turi toolkits with your own