Connect4 DQN MLOps project

Using DQN to train a model to play Connect4 against a player. There will have integreted MLOps tools like advanced config, versioning, tests pipeline, API, front.

Client screens

Pick a model :

Play game :

Check server monitoring

To use it

• To edit precisly the config, edit config.json file.
• To run tests : pytest -x -s --spec test_ci.py
• To run client : streamlit run client.py
• To run the server : flask --app server run