Soil Moisture Prediction

[abhisheks008]

ML-Crate Repository (Proposing new issue)

:red_circle: Project Title : Soil Moisture Prediction :red_circle: Aim : This project will help us in predicting the moisture of the soil to check if it's wet or dry :red_circle: Dataset : https://www.kaggle.com/amirmohammdjalili/soil-moisture-dataset :red_circle: Approach : Try to use 3-4 algorithms to implement the models and compare all the algorithms to find out the best fitted algorithm for the model by checking the accuracy scores. Also do not forget to do a exploratory data analysis before creating any model.

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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.
• This issue is only for 'SWOC' and 'JWOC' contributors of 'ML-Crate' project.

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:white_check_mark: To be Mentioned while taking the issue :

• Full name :
• GitHub Profile Link :
• Participant ID (If not, then put NA) :
• Approach for this Project :
• What is your participant role? (Mention the Open Source Program name. Eg. HRSoC, GSSoC, GSOC etc.)

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Happy Contributing 🚀

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

[Avik-creator]

@abhisheks008 Do we need to use TensorFlow in it?

[Var69]

Please assign me this issue

[abhisheks008]

Please share your approach and follow the issue template, comment accordingly. @Var69

[Var69]

Please share your approach and follow the issue template, comment accordingly. @Var69

Full name : Varun Nair GitHub Profile Link: https://github.com/Var69 Participant ID (If not, then put NA) : NA Approach for this Project: Will use 3-4 algorithms to implement the models and compare all the algorithms to find out the best fitting algorithm for the model by checking the accuracy scores. I will also do an exploratory data analysis before creating any model.

[abhisheks008]

Issue assigned to you @Var69. Go ahead!

[Var69]

I have sent pull request pls evaluate.

[abhisheks008]

Issue has been un-assigned from you due to inactivity. @Var69

[riitikiitkgp]

Full name : Ritik Kumar GitHub Profile Link: https://github.com/riitikiitkgp Participant ID (If not, then put NA) : NA Approach for this Project: Will use 3-4 algorithms to implement the models and compare all the algorithms to find out the best fitting algorithm for the model by checking the accuracy scores. I will also do an exploratory data analysis before creating any model. Role : Contributor

[swadhin1237]

Full name : Swadhin Satyaprakash Majhi GitHub Profile Link: https://github.com/swadhin1237 Participant ID (If not, then put NA): NA Approach for this Project: Will use 3-4 algorithms such as SVM and ANN to implement the models and compare all the algorithms to find out the best fitting algorithm for the model by checking the accuracy scores. I will also do an exploratory data analysis before creating any model. What is your participant role? Contributor in KWOC 22

[abhisheks008]

Based on FCFS basis, @riitikiitkgp issue assigned to you. @swadhin1237 you can look after for different issues.