RESTful classification service used for experiments in the zimp pipeline

Pass desired model as parameter of the train POST-request

• Sklearn SVM
• Sklearn Decision Tree
• Sklearn Random Forest
• FastText
• Huggingface DistillBert
• Huggingface GermanBert

1. pip install -r requirements.txt
2. CUDA_VISIBLE_DEVICES=0 & python -m wsgi or gunicorn --bind 0.0.0.0:5000 wsgi:app
3. Goto 127.0.0.1:5000 and check the api reference

see https://hub.docker.com/repository/docker/freecraver/zimp-clf-service

1. (optional) docker build --tag zimp-clf-service .
2. or just docker container run -p 5000:5000 freecraver/zimp-clf-service
3. Goto 127.0.0.1:5000 and check the api reference