Featurizer API (server-side application)

Featurizer API (server-side application)

Software

This package provides a modern RESTFul featurizer API created using Python programming language and Flask-RESTful library. It is designed to be used for various feature extraction libraries due to its feature injection capabilities (instructions are provided in the Configuration section) and flexible input/output data definition (multi-dimensional samples/features, multiple subjects, etc.). On top of that, the featurizer API provides endpoints for user authentication and JWT-based request authorization, it supports handling of cross-origin resource sharing, request-response caching, advanced logging, etc. It comes also with the basic support for containerization via Docker (Dockerfile and docker-compose).

This package provides a modern RESTFul featurizer API created using Python programming language and Flask-RESTful library. It is designed to be used for various feature extraction libraries due to its feature injection capabilities (instructions are provided in the Configuration section) and flexible input/output data definition (multi-dimensional samples/features, multiple subjects, etc.). On top of that, the featurizer API provides endpoints for user authentication and JWT-based request authorization, it supports handling of cross-origin resource sharing, request-response caching, advanced logging, etc. It comes also with the basic support for containerization via Docker (Dockerfile and docker-compose).

python, feature extraction, api-server, flask-restful, docker

python, feature extraction, api-server, flask-restful, docker

Use of the result by another entity is possible without acquiring a license (the result is not licensed)

https://github.com/BDALab/featurizer-api