From the webpage:
The latest version of graphlab-create is 0.2 beta. See what’s new for information about new features and the release notes for detailed additions and compatibility changes.
From the what’s new page:
GraphLab Data Structures:
SFrame (Scalable tabular data structure):
- Group by + aggregate
- More powerful lambda operations
- More efficient execution
- Describe functionality
Graph:
Machine Learning Toolkits:
Recommender functionality:
item_similaritynow scales to 500,000 itemsGeneral Machine Learning:
- We now support out-of-core linear regression, logistic regression, and classification
Cloud:
- Support for all AWS regions
- Secured client server communication using strong, standards-based encryption
- CIDR rule specification for Amazon EC2 instance identification
For detailed information about additional features and compatibility changes, see the release notes.
For known issues and feature requests visit the forum!
Cool! Be sure to pass this news along!