Formstack vs rasa NLU vs TensorFlow

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Formstack

28
40
+ 1
0
rasa NLU

121
282
+ 1
25
TensorFlow

3.8K
3.5K
+ 1
106
Decisions about Formstack, rasa NLU, and TensorFlow
Xi Huang
Developer at University of Toronto · | 8 upvotes · 96.5K views

For data analysis, we choose a Python-based framework because of Python's simplicity as well as its large community and available supporting tools. We choose PyTorch over TensorFlow for our machine learning library because it has a flatter learning curve and it is easy to debug, in addition to the fact that our team has some existing experience with PyTorch. Numpy is used for data processing because of its user-friendliness, efficiency, and integration with other tools we have chosen. Finally, we decide to include Anaconda in our dev process because of its simple setup process to provide sufficient data science environment for our purposes. The trained model then gets deployed to the back end as a pickle.

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Pros of Formstack
Pros of rasa NLU
Pros of TensorFlow
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    • 9
      Open Source
    • 6
      Docker Image
    • 6
      Self Hosted
    • 3
      Comes with rasa_core
    • 1
      Enterprise Ready
    • 32
      High Performance
    • 19
      Connect Research and Production
    • 16
      Deep Flexibility
    • 12
      Auto-Differentiation
    • 11
      True Portability
    • 6
      Easy to use
    • 5
      High level abstraction
    • 5
      Powerful

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    Cons of Formstack
    Cons of rasa NLU
    Cons of TensorFlow
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      • 4
        No interface provided
      • 4
        Wdfsdf
      • 9
        Hard
      • 6
        Hard to debug
      • 2
        Documentation not very helpful

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      3.9K
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      What is Formstack?

      Formstack is an online form building application that lets you bring your forms online without any coding knowledge. The Formstack drag and drop form builder lets you build custom forms and easily collect data in your Formstack database.

      What is rasa NLU?

      rasa NLU (Natural Language Understanding) is a tool for intent classification and entity extraction. You can think of rasa NLU as a set of high level APIs for building your own language parser using existing NLP and ML libraries.

      What is TensorFlow?

      TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.

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      What companies use Formstack?
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      What are some alternatives to Formstack, rasa NLU, and TensorFlow?
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