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14 best Python Architecture libraries in 2022

by Open Weaver kits ✔ Updated: Jun 21, 2022

Python Architecture libraries have a lot of great features. They can be used to easily build a complete application from scratch or to augment existing code. The biggest advantage is that these libraries abstract away some of the details of the underlying architecture and make it easier to write applications that take advantage of all of their features. The best part about these libraries is that they are open source, so anyone can contribute if they want to improve them or make them better. The Python Architecture libraries offer a set of common building blocks for machine learning and AI applications. These libraries are used to implement the architecture of many different types of algorithms in the field of artificial intelligence. The ENAS-pytorch library is a Python interface to the Semantic Segmentation and Detection (ENAS) framework. This library allows users to segment images into different classes by using a pre-trained model trained on TensorFlow objects. Developers tend to use some of the following open source Python Architecture libraries

diagramsby mingrammer

Python star image 16552 Version:v0.21.1

License: Permissive (MIT)

:art: Diagram as Code for prototyping cloud system architectures

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diagramsby mingrammer

Python star image 16552 Version:v0.21.1 License: Permissive (MIT)

:art: Diagram as Code for prototyping cloud system architectures
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nniby microsoft

Python star image 11358 Version:v2.7

License: Permissive (MIT)

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

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nniby microsoft

Python star image 11358 Version:v2.7 License: Permissive (MIT)

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
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Tensorflow-Project-Templateby MrGemy95

Python star image 3441 Version:Current

License: Permissive (Apache-2.0)

A best practice for tensorflow project template architecture.

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Tensorflow-Project-Templateby MrGemy95

Python star image 3441 Version:Current License: Permissive (Apache-2.0)

A best practice for tensorflow project template architecture.
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dartsby quark0

Python star image 3385 Version:Current

License: Permissive (Apache-2.0)

Differentiable architecture search for convolutional and recurrent networks

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dartsby quark0

Python star image 3385 Version:Current License: Permissive (Apache-2.0)

Differentiable architecture search for convolutional and recurrent networks
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pytorch-semsegby meetps

Python star image 3105 Version:v0.1.2

License: Permissive (MIT)

Semantic Segmentation Architectures Implemented in PyTorch

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pytorch-semsegby meetps

Python star image 3105 Version:v0.1.2 License: Permissive (MIT)

Semantic Segmentation Architectures Implemented in PyTorch
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pytorch-semsegby meetshah1995

Python star image 3054 Version:v0.1.2

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Semantic Segmentation Architectures Implemented in PyTorch

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pytorch-semsegby meetshah1995

Python star image 3054 Version:v0.1.2 License: Permissive (MIT)

Semantic Segmentation Architectures Implemented in PyTorch
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ENAS-pytorchby carpedm20

Python star image 2440 Version:Current

License: Permissive (Apache-2.0)

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

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ENAS-pytorchby carpedm20

Python star image 2440 Version:Current License: Permissive (Apache-2.0)

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
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Awesome-AutoDLby D-X-Y

Python star image 1903 Version:Current

License: Permissive (MIT)

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

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Awesome-AutoDLby D-X-Y

Python star image 1903 Version:Current License: Permissive (MIT)

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
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lip-reading-deeplearningby astorfi

Python star image 1598 Version:1.2

License: Permissive (Apache-2.0)

:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures

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lip-reading-deeplearningby astorfi

Python star image 1598 Version:1.2 License: Permissive (Apache-2.0)

:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures
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enasby melodyguan

Python star image 1515 Version:Current

License: Permissive (Apache-2.0)

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

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enasby melodyguan

Python star image 1515 Version:Current License: Permissive (Apache-2.0)

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"
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aws-well-architected-labsby awslabs

Python star image 1409 Version:Current

License: Others (Non-SPDX)

Hands on labs and code to help you learn, measure, and build using architectural best practices.

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aws-well-architected-labsby awslabs

Python star image 1409 Version:Current License: Others (Non-SPDX)

Hands on labs and code to help you learn, measure, and build using architectural best practices.
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devolby joeddav

Python star image 931 Version:Current

License: Permissive (MIT)

Genetic neural architecture search with Keras

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devolby joeddav

Python star image 931 Version:Current License: Permissive (MIT)

Genetic neural architecture search with Keras
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clean-architectureby Enforcer

Python star image 196 Version:Current

License: Permissive (MIT)

Example project showing off clean/hexagonal architecture concepts in Python

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clean-architectureby Enforcer

Python star image 196 Version:Current License: Permissive (MIT)

Example project showing off clean/hexagonal architecture concepts in Python
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kic-reference-architecturesby nginxinc

Python star image 78 Version:v1.0.0

License: Permissive (Apache-2.0)

Ingress Controller Reference Architectures

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kic-reference-architecturesby nginxinc

Python star image 78 Version:v1.0.0 License: Permissive (Apache-2.0)

Ingress Controller Reference Architectures
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