GraphLab Create

A comprehensive machine learning library for Python with disk-backed DataFrame support.

EstablishedLow lock-in
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Pricing

See website

Flat rate

Adoption

→Stable

License

Proprietary

Data freshness

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Overview

What is GraphLab Create?

GraphLab Create is a powerful machine learning library that provides various models including regression, clustering, recommender systems, and graph analytics. It operates on top of a disk-backed DataFrame, making it suitable for large-scale data processing.

Key differentiator

“GraphLab Create stands out with its comprehensive set of machine learning models and graph analytics capabilities, all built on top of a disk-backed DataFrame that supports large-scale data processing.”

Capability profile

Strength Radar

Disk-backed Data…Wide range of ma…Graph analytics …Integration with…

Honest assessment

Strengths & Weaknesses

↑ Strengths

Disk-backed DataFrame for large-scale data processing

Wide range of machine learning models including regression, clustering, and recommender systems

Graph analytics capabilities

Integration with Python ecosystem

Fit analysis

Who is it for?

✓ Best for

Teams working with large-scale data that require disk-backed DataFrame support

Developers building recommendation systems and need a comprehensive set of machine learning models

Projects requiring graph analytics capabilities for network analysis

✕ Not a fit for

Small projects or datasets where local computation is sufficient without the need for disk-backed DataFrame support

Teams preferring open-source solutions over proprietary tools

Cost structure

Pricing

Free Tier

None

Starts at

See website

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with GraphLab Create

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →