PredictionIO vs. Lateral vs. GraphLab Create

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Heads up: you're comparing apples to oranges. Tools belonging to different groups are often not directly comparable because they usually have different intended purposes and benefits.

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Hacker News, Reddit, Stack Overflow Stats

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GitHub Stats

No public GitHub repository stats available
No public GitHub repository stats available

Description

What is PredictionIO?

PredictionIO is an open source machine learning server for software developers to create predictive features, such as personalization, recommendation and content discovery.

What is Lateral?

Delight your users with personalised content recommendations. It's easy to set up and works with or without collaborative data. The Lateral API is trained on 10s of millions of high quality documents from law, academia and journalism. It can understand any document and provide intelligent recommendations.

What is GraphLab Create?

Building an intelligent, predictive application involves iterating over multiple steps: cleaning the data, developing features, training a model, and creating and maintaining a predictive service. GraphLab Create does all of this in one platform. It is easy to use, fast, and powerful.

Pros

Why do developers choose PredictionIO?
Why do you like PredictionIO?

Why do developers choose Lateral?
Why do you like Lateral?

Why do developers choose GraphLab Create?
Why do you like GraphLab Create?

Cons

What are the cons of using PredictionIO?
No Cons submitted yet for PredictionIO
Downsides of PredictionIO?

What are the cons of using Lateral?
No Cons submitted yet for Lateral
Downsides of Lateral?

What are the cons of using GraphLab Create?
No Cons submitted yet for GraphLab Create
Downsides of GraphLab Create?

Pricing

How much does PredictionIO cost?
How much does Lateral cost?
How much does GraphLab Create cost?

Companies

What companies use PredictionIO?
5 companies on StackShare use PredictionIO
What companies use Lateral?
0 companies on StackShare use Lateral
What companies use GraphLab Create?
0 companies on StackShare use GraphLab Create

What are some alternatives to PredictionIO, Lateral, and GraphLab Create?

  • TensorFlow - Open Source Software Library for Machine Intelligence
  • scikit-learn - Easy-to-use and general-purpose machine learning in Python
  • Keras - Deep Learning library for Theano and TensorFlow
  • PyTorch - A deep learning framework that puts Python first

See all alternatives to PredictionIO



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