14 best Python Architecture libraries in 2024

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by marketing.admin@openweaver.com dot icon Updated: Mar 1, 2023

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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 doticonstar image 30062 doticonVersion:v0.23.3doticon
License: Permissive (MIT)

:art: Diagram as Code for prototyping cloud system architectures

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            diagramsby mingrammer

            Python doticon star image 30062 doticonVersion:v0.23.3doticon License: Permissive (MIT)

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

                      Python doticonstar image 12981 doticonVersion:v3.0rc1doticon
                      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 doticon star image 12981 doticonVersion:v3.0rc1doticon 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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                                          Python doticonstar image 3558 doticonVersion:Currentdoticon
                                          License: Permissive (Apache-2.0)

                                          A best practice for tensorflow project template architecture.

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                                                    Tensorflow-Project-Templateby MrGemy95

                                                    Python doticon star image 3558 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                    A best practice for tensorflow project template architecture.
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                                                              dartsby quark0

                                                              Python doticonstar image 3739 doticonVersion:Currentdoticon
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                                                              Differentiable architecture search for convolutional and recurrent networks

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                                                                        dartsby quark0

                                                                        Python doticon star image 3739 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                                        Differentiable architecture search for convolutional and recurrent networks
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                                                                                  Python doticonstar image 3304 doticonVersion:v0.1.2doticon
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                                                                                  Semantic Segmentation Architectures Implemented in PyTorch

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                                                                                            pytorch-semsegby meetps

                                                                                            Python doticon star image 3304 doticonVersion:v0.1.2doticon License: Permissive (MIT)

                                                                                            Semantic Segmentation Architectures Implemented in PyTorch
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                                                                                                      pytorch-semsegby meetshah1995

                                                                                                      Python doticonstar image 3054 doticonVersion:v0.1.2doticon
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                                                                                                      Semantic Segmentation Architectures Implemented in PyTorch

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                                                                                                                pytorch-semsegby meetshah1995

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

                                                                                                                Semantic Segmentation Architectures Implemented in PyTorch
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                                                                                                                          ENAS-pytorchby carpedm20

                                                                                                                          Python doticonstar image 2612 doticonVersion:Currentdoticon
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                                                                                                                          PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

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                                                                                                                                    ENAS-pytorchby carpedm20

                                                                                                                                    Python doticon star image 2612 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                                                                                                    PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
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                                                                                                                                              Python doticonstar image 2116 doticonVersion:Currentdoticon
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                                                                                                                                              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 doticon star image 2116 doticonVersion:Currentdoticon 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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                                                                                                                                                                  Python doticonstar image 1730 doticonVersion:1.2doticon
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                                                                                                                                                                  :unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures

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                                                                                                                                                                            lip-reading-deeplearningby astorfi

                                                                                                                                                                            Python doticon star image 1730 doticonVersion:1.2doticon License: Permissive (Apache-2.0)

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

                                                                                                                                                                                      Python doticonstar image 1564 doticonVersion:Currentdoticon
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                                                                                                                                                                                      TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

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                                                                                                                                                                                                enasby melodyguan

                                                                                                                                                                                                Python doticon star image 1564 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                                                                                                                                                                TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"
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                                                                                                                                                                                                          Python doticonstar image 1807 doticonVersion:Currentdoticon
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                                                                                                                                                                                                          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 doticon star image 1807 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

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

                                                                                                                                                                                                                              Python doticonstar image 931 doticonVersion:Currentdoticon
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                                                                                                                                                                                                                              Genetic neural architecture search with Keras

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                                                                                                                                                                                                                                        devolby joeddav

                                                                                                                                                                                                                                        Python doticon star image 931 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                                        Genetic neural architecture search with Keras
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                                                                                                                                                                                                                                                  Python doticonstar image 385 doticonVersion:Currentdoticon
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                                                                                                                                                                                                                                                  Example project showing off clean/hexagonal architecture concepts in Python

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                                                                                                                                                                                                                                                            clean-architectureby Enforcer

                                                                                                                                                                                                                                                            Python doticon star image 385 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                                                            Example project showing off clean/hexagonal architecture concepts in Python
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                                                                                                                                                                                                                                                                      Python doticonstar image 575 doticonVersion:v1.2.0doticon
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                                                                                                                                                                                                                                                                      MARA: Modern Application Reference Architecture

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                                                                                                                                                                                                                                                                                kic-reference-architecturesby nginxinc

                                                                                                                                                                                                                                                                                Python doticon star image 575 doticonVersion:v1.2.0doticon License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                MARA: Modern Application Reference Architecture
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