Flood Prediction

[thevijayshankersharma]

Deep Learning Simplified Repository (Proposing new issue)

:red_circle: Project Title : Flood Prediction Using Machine Learning
:red_circle: Aim : To develop machine learning models for accurate flood prediction by analyzing historical data, weather patterns, topographical information, and real-time sensor inputs. This will improve flood warnings, emergency response, and planning strategies.
:red_circle: Dataset : Historical flood data, weather data, topographical data, and real-time sensor inputs. (Specific dataset sources can be mentioned once identified.)
:red_circle: Approach : Implement 3-4 different machine learning algorithms to develop flood prediction models.

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📍 Follow the Guidelines to Contribute in the Project :

• You need to create a separate folder named as the Project Title.
• Inside that folder, there will be four main components.
  • Images - To store the required images.
  • Dataset - To store the dataset or, information/source about the dataset.
  • Model - To store the machine learning model you've created using the dataset.
  • requirements.txt - This file will contain the required packages/libraries to run the project in other machines.
• Inside the Model folder, the README.md file must be filled up properly, with proper visualizations and conclusions.

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:red_circle::yellow_circle: Points to Note :

• The issues will be assigned on a first come first serve basis, 1 Issue == 1 PR.
• "Issue Title" and "PR Title should be the same. Include issue number along with it.
• Follow Contributing Guidelines & Code of Conduct before start Contributing.

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:white_check_mark: To be Mentioned while taking the issue :

• Full name : Vijay Shanker Sharma
• GitHub Profile Link : https://github.com/thevijayshankersharma
• Email ID : vijayshankersharma658@gmail.com
• Participant ID (if applicable):
• Approach for this Project : Implementation, Code and Results will be provided
• What is your participant role? GSSOC'24

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  Happy Contributing 🚀

All the best. Enjoy your open source journey ahead. 😎

[github-actions[bot]]

Thank you for creating this issue! We'll look into it as soon as possible. Your contributions are highly appreciated! 😊

[abhisheks008]

What are the models you are planning to implement here for this problem statement? @thevijayshankersharma

[thevijayshankersharma]

@abhisheks008 These

K-Nearest Neighbors (KNN) Logistic Regression Support Vector Classification Decision Tree Classifier Random Forest Classifier

[abhisheks008]

Hi @thevijayshankersharma this project repository mainly focuses on deep learning methods instead of machine learning methods. You need to update your approach and get back again.