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Leaf Review

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Excellent

Revainrating 5 out of 5Β Β 
RatingΒ 
5.0
Artificial Intelligence, Machine Learning

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Description of Leaf

Leaf is a open, modular and clear-designed Machine Intelligence Framework that provide performance for distributed (Deep|Machine) Learning - sharing concepts from Tensorflow and Caffe.

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Revainrating 5 out of 5

We use leaf on a daily basis and it has been amazing to see how fast and easily we can deploy models on AWS.

With the ability to scale in minutes we have been able to test various approaches and deployment strategies to get the best performing model for our particular problem space. I would definitely recommend this framework to any of my colleagues who are looking for an easy way to get started with machine learning. One thing that was great was having everything automated through scripts (pipeline). As soon as you put your data into S3 all the necessary steps happen automatically so there really…

Pros
  • One of the best libraries out there for building ML applications
  • Fast and Easy to Deploy Models on Amazon Web Services
Cons
  • The lack of documentation could be a turn off for some people
  • Does not provide visualization features like Jupyter notebooks