PredictionIO vs. GraphLab Create vs. Algorithms.io

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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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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 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.

What is Algorithms.io?

Build And Run Predictive Applications For Streaming Data From Applications, Devices, Machines and Wearables

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Pros

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

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

Why do developers choose Algorithms.io?
Why do you like Algorithms.io?

Cons

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

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

What are the cons of using Algorithms.io?
No Cons submitted yet for Algorithms.io
Downsides of Algorithms.io?

Pricing

How much does PredictionIO cost?
How much does GraphLab Create cost?
How much does Algorithms.io cost?
Algorithms.io Pricing

Companies

What companies use PredictionIO?
5 companies on StackShare use PredictionIO
What companies use GraphLab Create?
0 companies on StackShare use GraphLab Create
What companies use Algorithms.io?
0 companies on StackShare use Algorithms.io

What are some alternatives to PredictionIO, GraphLab Create, and Algorithms.io?

  • 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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