docker-ml

Getting Started

1. Clone the repository
2. Install asdf using this guide
3. Install python3.9.6

asdf plugin add python
asdf install python 3.9.6

4. Install poetry. Poetry

asdf plugin add poetry
asdf install poetry latest
asdf local poetry 1.1.12

5. Install all dependencies: poetry install
6. Integrating commitizen with pre-commit: poetry run pre-commit install --hook-type commit-msg

Build a docker container

docker-compose up --build -d

Train ML model

docker-compose up