Add crop predictor

[Aarathi1535]

🔍 Problem Description:

Adding a new feature of Crop predictor by taking nitrogen, phosphorus, ph, pottasium, temperature and rainfall inputs.

🧠 Model Description:

The model used will be Decision Trees. The reason for using Decision Trees algorithm is, it is giving more accuracy than other algorithms.

⏲️ Estimated Time for Completion:

2 days

🎯 Expected Outcome:

Helps farmers to grow better crops and have better harvest.

📄 Additional Context:

I am a GGSoC Ext '24 Contributor. Kindly assign this issue to me for fixing.

A kind request to add (gssoc-ext) and (hacktoberfest-accepted) as labels.

To be Mentioned while taking the issue:

• What is your participant role? GSSOC-24 EXTD , Hactoberfest

Note:

• Please review the project documentation and ensure your code aligns with the project structure.
• Please ensure that either the predict.py file includes a properly implemented model_details() function or the notebook contains this function to print a detailed model report. The model will not be accepted without this function in place, as it is essential for generating the necessary model details.
• Prefer using a new branch to resolve the issue, as it helps keep the main branch stable and makes it easier to manage and review your changes.
• Strictly use the pull request template provided in the repository to create a pull request.

[IngaleChinmay04]

I'm interested in doing it! Can you assign this issue to me? for Hacktoberfest participation.