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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

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