EMAIL-SMS SPAM DETECTOR

• Email-sms spam detector is a NLP(Natural Language Processing) and ML(Machine Learning) project.
• This project/application can help you to classify the spam/ham(not spam) messages dropped either as a mail or a SMS.

📚 Index

• Demo
• Screenshots
• Set Up
• Contribute
• Project Author
• Contact

🎥 Demo

• After a brief introduction, let's dive a little more inside the project.
• Here is the walk-through of EMAIL-SMS Detector project.

preview.mp4

Video Demonstration

Screenshots

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📤 Set up

• These are the steps required to install the project.
• To get the model, run all the .ipynb files. Or you can directly proceed with the following steps:

1. Clone the Repository: Open a terminal or command prompt and clone the EMAIL-SMS-Detector repository from GitHub using the following command:

  git clone https://github.com/RS-labhub/Email-Spam-Detection.git

2. Navigate to the Repository Directory: Change your current directory to the cloned EMAIL-SMS-Detector repository:

  cd EMAIL-SMS-Detector

3. Install Dependencies: Use pip to install the required Python dependencies listed in the requirements.txt file:

  pip install -r requirements.txt

4. Run EMAIL-SMS-Detector application using the following command:

  run spam_detector_taipy.py

5. Once the application is running, open a web browser and navigate to the specified address, and yeah! you're all set to use the EMAIL-SMS-Detector application.

The running port should look like this

Usage

Once EMAIL-SMS-Detector is installed and running, you can use it to check the spam/non-spam messages, input your message in the provided text-area, and get to know the results after clicking on the Predict button.

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Set Up Your Environment

1. Fork our repository to your GitHub account.
2. Clone your fork to your local machine. Use the command git clone https://github.com/RS-labhub/Email-Spam-Detection.git.
3. Create a new branch for your work. Use a descriptive name, like fix-login-bug or add-user-profile-page.

Commit Your Changes

• Commit your changes with a clear commit message. e.g git commit -m "Fix login bug by updating auth logic".

Submit a Pull Request

• Push your branch and changes to your fork on GitHub.
• Create a pull request, compare branches and submit.
• Provide a detailed description of what changes you've made and why. Link the pull request to the issue it resolves. 🔗

Review and Merge

• I will review your pull request and provide feedback or request changes if necessary.
• Once your pull request is approved, we will merge it into the main codebase 🥳

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🧑‍🤝‍🧑 Meet the Author

📧 Contact

• Email and social media links.
• Head over to my github handle form here

Readme created with the help of Quine