Simple api for identifying toxic comments. The objective is to show a model built with machine learning techniques such as natural language processing and neural networks, which is able to identify hate comments in multiple languages.
Technology:
- [Python] - for the backend
- [Flask Framework] - python microframework
- [SKLearn] - Machine learning library
Build and run application using Docker.
In order to execute the application, it is necessary to perform the build of the docker compose, done that, the application can already be executed with the compose up.
Build application
cd nlp-hate-identify
docker-compose build
Run application
cd nlp-hate-identify
docker-compose up
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