PredictionIO vs. MLflow

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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 MLflow?

MLflow is an open source platform for managing the end-to-end machine learning lifecycle.
Why do developers choose PredictionIO?
Why do you like PredictionIO?

Why do developers choose MLflow?
Why do you like MLflow?

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

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

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

What companies use PredictionIO?
10 companies on StackShare use PredictionIO
What companies use MLflow?
1 companies on StackShare use MLflow

What are some alternatives to PredictionIO and MLflow?

  • TensorFlow - Open Source Software Library for Machine Intelligence
  • Seldon - Open-source predictive analytics and recommendation engine
  • scikit-learn - Easy-to-use and general-purpose machine learning in Python
  • Keras - Deep Learning library for Theano and TensorFlow

See all alternatives to PredictionIO

Interest Over Time