PredictionIO vs. Azure Machine Learning 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

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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 Azure Machine Learning?

Azure Machine Learning is a fully-managed cloud service that enables data scientists and developers to efficiently embed predictive analytics into their applications, helping organizations use massive data sets and bring all the benefits of the cloud to machine learning.

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 Azure Machine Learning?
Why do you like Azure Machine Learning?

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 Azure Machine Learning?
No Cons submitted yet for Azure Machine Learning
Downsides of Azure Machine Learning?

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 Azure Machine Learning cost?
Azure Machine Learning Pricing
How much does GraphLab Create cost?

Companies

What companies use PredictionIO?
5 companies on StackShare use PredictionIO
What companies use Azure Machine Learning?
11 companies on StackShare use Azure Machine Learning
What companies use GraphLab Create?
0 companies on StackShare use GraphLab Create

Integrations

No integrations listed yet
What tools integrate with Azure Machine Learning?
2 tools on StackShare integrate with Azure Machine Learning
No integrations listed yet

What are some alternatives to PredictionIO, Azure Machine Learning, 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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