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tweet_sentiment_predictor_api

Template for deploying a ML model for predicting Sentiment of a tweet from Twitter. An API will be available to get live predictions from the model.

To BUILD the container:

docker build -t model_api:latest . 

To RUN, the Dockerfile assumes the project files are on the root folder:

docker run -it -v /path/to/model_api/:/external_lib/ -p 5000:5000 model_api sh -c 'cd external_lib && make api-start' 

The API will be started on port 5000 and listen for connections.

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Template for easy deploying Machine Learning algorithms in production to be later consumed via an API

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