Link: https://spam-blocker.herokuapp.com/
This is a general web application which predicts whether a message is spam or not.
I started to learn Data science to explore my carrier in Data world. I learned different methodologies and tools to achieve and solve real world problems. Finally it is important to work on application (real world application) to actually make a difference.
The Code is written in Python 3.6.10. If you don't have Python installed you can find it here. If you are using a lower version of Python you can upgrade using the pip package, ensuring you have the latest version of pip. To install the required packages and libraries, run this command in the project directory after cloning the repository:
pip install -r requirements.txtLogin or signup in order to create virtual app. You can either connect your github profile or download ctl to deploy this project.
Next step would be to follow the instruction given on Heroku Documentation to deploy a web application.
├── data
│ ├──SMSSpamCollection
├── static
│ ├── css
├── template
│ ├── home.html
│ ├── result.html
├── Procfile
├── README.md
├── Spam Classifier.ipynb
├── app.py
├── demo.png
├── requirements.txt
├── spam_classifier.pkl
├── vectorizer.pkl
If you find a bug , kindly open an issue here by including your search query and the expected result