Spam or Ham

Using the Kaggle's dataset of SMS spam I will attempt to come up with a classifier to detect spam.

View the eda notebook to look at my eda and the model selection

To use

As API

• Install and activate conda environment
• launch api with Uvicorn
• Access at localhost:8000/docs or call api using curl

As container

Build docker container with the following command at current directory

docker build -t <image name>:<tag> -f docker/simple_spam_classifer.dockerfile .

docker run -it <image name>:<tag> -p 8000

Access at localhost:8000/docs

As URL

Available here