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PerceptiLabs Review

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Excellent

Revainrating 5 out of 5  
Rating 
5.0
Artificial Intelligence, Data Science and Machine Learning

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Description of PerceptiLabs

PerceptiLabs is a GUI for TensorFlow and a next-generation ML tool with a visual modeler that allows the flexibility of code, some automation in connecting components, all combined with the ease of a drag and drop UI which is a visual API on top of TensorFlow. This makes model building easier, faster, and accessible to a wider spectrum of users. Your benefits include: • Fast modeling – with a drag and drop UI that makes model architecture easy to build and visualize. • Transparency - to more quickly understand how your model works and performs for better explainabilty. • Flexibility - Designed as a visual API on top of TensorFlow, this gives developers the flexibility to access low-level TensorFlow API and the freedom to pull in other Python modules.

Reviews

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Type of review

Revainrating 5 out of 5

Best Tensorflow Visualization Tool: PerceptiLabs

The best part about this software was it's ability as being able to visualize our data sets so easily - even though we have very large datasets (tensors) using tensorboard visualization has made analysing those massive amounts more efficient! There are only 2 things I dislike from perceptilab atm : 1.) Not having any way too save models or checkpoints2.). It can be difficult sometimes figuring out how certain features work because they're not always labelled properly/clearly3). Sometimes when…

Pros
  • Ability for users with little experience in machine learning, AI
  • Easy visualisation & interactive plotting
Cons
  • Almost everything is ok

Revainrating 5 out of 5

An excellent environment especially when dealing in machine learning

It can be used as an end user interface to build models with many different kinds of data sources. The code editor is very flexible. It also has a powerful integration with Jenkins. Also, it provides good support for other languages like Python and Java. The best part about this software is that you get a lot of help from a community where many people are ready to answer your questions. We needed a fast way to make predictions and perform analytics using different data sources. This software…

Pros
  • They have great documentation ,and there will always someone available if ever something goes wrong..:)
Cons
  • There are nuances