kenn · PyPI

Knowledge Enhanced Neural Networks

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Development Status
- 5 - Production/Stable
Intended Audience
- Science/Research
License
- OSI Approved :: BSD License
Programming Language
- Python :: 2.7
Topic
- Scientific/Engineering :: Artificial Intelligence

Project description

KENN (Knowledge Enhanced Neural Networks) is a library for python 2.7 built on top of TensorFlow which permits to enhance neural networks models with logical constraints (clauses). It does so by adding a new final layer, called Knowledge Enhancer (KE), to the existing neural network. The KE change the orginal predictions of the standard neural network enforcing the satisfaction of the constraints. Additionally, it contains clause weights, learnable parameters associated to the constraints that represent their strength.

Project details

These details have not been verified by PyPI

Project links

GitHub Statistics

View statistics for this project via Libraries.io, or by using our public dataset on Google BigQuery

Development Status
- 5 - Production/Stable
Intended Audience
- Science/Research
License
- OSI Approved :: BSD License
Programming Language
- Python :: 2.7
Topic
- Scientific/Engineering :: Artificial Intelligence

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This version

1.0

Aug 22, 2019

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