PredictionIO vs. BigML vs. Lateral



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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 BigML?

BigML provides a hosted machine learning platform for advanced analytics. Through BigML's intuitive interface and/or its open API and bindings in several languages, analysts, data scientists and developers alike can quickly build fully actionable predictive models and clusters that can easily be incorporated into related applications and services.

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.

Want advice about which of these to choose?Ask the StackShare community!

Pros

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

Why do developers choose BigML?
Why do you like BigML?

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

Cons

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

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

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

Pricing

How much does PredictionIO cost?
How much does BigML cost?
BigML Pricing
How much does Lateral cost?

Companies

What companies use PredictionIO?
9 companies on StackShare use PredictionIO
What companies use BigML?
2 companies on StackShare use BigML
What companies use Lateral?
0 companies on StackShare use Lateral

What are some alternatives to PredictionIO, BigML, and Lateral?

  • 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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