https://github.com/shubhamprajapati7748/ml-design-patterns

This repository contains code examples and explanations for popular design patterns in Machine Learning.
https://github.com/shubhamprajapati7748/ml-design-patterns

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This repository contains code examples and explanations for popular design patterns in Machine Learning.

• Host: GitHub
• URL: https://github.com/shubhamprajapati7748/ml-design-patterns
• Owner: shubhamprajapati7748
• Created: 2024-10-14T02:49:11.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-11-24T06:01:15.000Z (2 months ago)
• Last Synced: 2024-12-08T13:29:30.974Z (about 2 months ago)
• Language: Python
• Homepage:
• Size: 5.86 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md

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README

        
# Machine Learning Design Patterns

This repository contains code examples and explanations for popular design patterns implemented in Python.

## Available Design Patterns

Explore the documentation for each design pattern by clicking the links below:

- [**Factory Design Pattern**](./factory_pattern.md)  

  A creational pattern used to create objects without specifying the exact class of object that will be created.

- [**Strategy Design Pattern**](./strategy_pattern.md)  

  A behavioral pattern that enables selecting an algorithm at runtime from a family of algorithms.

- [**Template Design Pattern**](./template_pattern.md)  

  A behavioral pattern that defines the skeleton of an algorithm, allowing subclasses to redefine specific steps.

## Code Implementations

You can find the Python code implementations of the design patterns here:

- [Factory Design Pattern - Python Code](./factory_pattern.py)

- [Strategy Design Pattern - Python Code](./strategy_pattern.py)

- [Template Design Pattern - Python Code](./template_pattern.py)