Top 14 Python Architecture Projects

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• professional-programming

  15 46,783 7.6 Python

  A collection of learning resources for curious software engineers

  Project mention: System Design Resources that are Not ByteByteGo | dev.to | 2024-06-03

  Professional Programming by Charles-Axel Dein

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• diagrams

  117 39,785 7.1 Python

  :art: Diagram as Code for prototyping cloud system architectures

  Project mention: 021期--社交媒体儿童禁令 & 打造个人ip - FAV0周刊#021 | dev.to | 2024-11-10

  代码中的图表

• PyTorch-VAE

  5 6,716 0.0 Python

  A Collection of Variational Autoencoders (VAE) in PyTorch.

• TokenFormer

  1 392 4.6 Python

  Official Implementation of TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters

  Project mention: Tokenformer: Rethinking transformer scaling with tokenized model parameters | news.ycombinator.com | 2024-10-31

  Transformers have become the predominant architecture in foundation models due to their excellent performance across various domains. However, the substantial cost of scaling these models remains a significant concern. This problem arises primarily from their dependence on a fixed number of parameters within linear projections. When architectural modifications (e.g., channel dimensions) are introduced, the entire model typically requires retraining from scratch. As model sizes continue growing, this strategy results in increasingly high computational costs and becomes unsustainable. To overcome this problem, we introduce Tokenformer, a natively scalable architecture that leverages the attention mechanism not only for computations among input tokens but also for interactions between tokens and model parameters, thereby enhancing architectural flexibility. By treating model parameters as tokens, we replace all the linear projections in Transformers with our token-parameter attention layer, where input tokens act as queries and model parameters as keys and values. This reformulation allows for progressive and efficient scaling without necessitating retraining from scratch. Our model scales from 124M to 1.4B parameters by incrementally adding new key-value parameter pairs, achieving performance comparable to Transformers trained from scratch while greatly reducing training costs. Code and models are available at https://github.com/Haiyang-W/TokenFormer

• python-polylith

  3 382 8.4 Python

  Tooling support for the Polylith Architecture in Python.

  Project mention: Clean architecture and Python Polylith - a real example | dev.to | 2024-11-30

  I'll demonstrate how combine those two by building one or more applications using Python polylith in the repository https://github.com/ybenitezf/ca-todo-app

• diagrams-as-code

  2 330 4.8 Python

  Diagrams as code: declarative configurations using YAML for drawing cloud system architectures.

• MeasureIt_ARCH

  1 269 8.2 Python

  MeasureIt_ARCH is an addon for Blender, that adds tools to create design documentation and technical drawings that can be previewed within Blender's 3D viewport, and exported as images, vector graphics or .dxf files. Read the Doc's here:

• maxim-pytorch

  1 169 1.6 Python

  [CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim

• cairis

  1 149 5.2 Python

  Computer Aided Integration of Requirements and Information Security - Server

  

• pumla

  2 105 5.2 Python

  pumla - systematic re-use of model elements described with PlantUML

• pytest-archon

  1 62 5.2 Python

  Rule your architecture like a real developer

• ecs_pattern

  3 40 5.0 Python

  ECS pattern (Entity Component System) for creating games on python

• Haruhi-Suzumiya-3D-School

  4 16 2.4 Python

  3D recreation of Haruhi Suzumiya's highschool in great detail, free of use to anyone.

• python-architecture-linter

  2 11 0.0 Python

  Ensure that your projects are built the right way.

Python Architecture related posts

• Create Architecture Diagram as Code for a 2-Tier Bookstore Application

  2 projects | dev.to | 9 Jul 2024

• Diagrams as Code

  1 project | news.ycombinator.com | 16 Feb 2024

• Ask HN: Looking for a project to volunteer on? (January 2024)

  10 projects | news.ycombinator.com | 4 Jan 2024

• ECS in practice with python lib - ecs_pattern

  1 project | /r/Python | 8 Nov 2023

• Top 9 Architecture diagram software for cloud infrastructure

  1 project | dev.to | 22 Sep 2023

• Diagrams as code: declarative YAML configuration for drawing cloud architectures

  1 project | news.ycombinator.com | 27 Jul 2023

• [Golang] Diagrammes comme code avec Go?

  2 projects | /r/enfrancais | 17 May 2023
• A note from our sponsor - SaaSHub
  www.saashub.com | 3 Dec 2024

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