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suryanshsk / Python-Voice-Assistant-Suryanshsk

A Python-based virtual assistant using Gemini AI. Features include voice recognition, text-to-speech, weather updates, news retrieval, jokes, Wikipedia info, and music management. Comes with an interactive web interface. Easily extendable and customizable.
MIT License
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āœØ[FEATURE] Knapsack Problem 0/1 #489

Open Ananya-vastare opened 2 hours ago

Ananya-vastare commented 2 hours ago

šŸŒŸ Feature Overview

For the 0/1 Knapsack problem, I would like to see an enhancement that provides a visual representation of the algorithm's execution, illustrating how the algorithm makes decisions at each step. This feature would display the items being considered, their respective weights and values, and the current state of the knapsack as it fills up. Additionally, incorporating an interactive component that allows users to input their own item weights and values would enhance understanding. This visualization would aid in grasping the dynamic programming approach, making the algorithm more accessible and engaging for learners.

šŸ¤” Why this feature?

This feature would be helpful because it transforms the abstract concepts of the 0/1 Knapsack problem into a tangible and visual experience, making it easier for learners to comprehend the algorithm's underlying logic and decision-making process. By visually demonstrating how the algorithm evaluates each item and updates the knapsack's capacity and value, users can better understand the dynamic programming approach and how optimal solutions are constructed step by step. Additionally, it addresses common issues of confusion and frustration among beginners who may struggle with the theoretical aspects of the problem, fostering a more interactive and engaging learning environment that encourages experimentation and exploration of different input scenarios. Ultimately, this enhancement promotes deeper understanding and retention of algorithmic principles.

šŸ“‹ Expected Behavior

  1. Interactive Input Interface: Users can input item weights, values, and the knapsack's capacity, allowing for dynamic item addition and customization.

  2. Step-by-Step Visualization: The algorithm executes visually, highlighting current items being evaluated and showing updates to the knapsack's weight and value in real time.

  3. Final Summary and Insights: After execution, a summary displays selected items and the optimal solution, accompanied by explanations of the algorithm's performance and decision-making process.

    šŸ–¼ļø Example/Mockups

    If applicable, add examples or mockups that illustrate how the feature should look or behave.

šŸ“ Additional Details

Add any other details or suggestions.

Ananya-vastare commented 2 hours ago

@suryanshsk I would like to work on this issue please assign this to me thank you