TraktorML

A TUI (Text User Interface) on top of an MLFlow Tracking Server.

Dev Setup

Install project dependencies

pip install -r requirements.txt
pip install -r requirements-dev.txt

Install pre-commit hooks

pre-commit install
pre-commit run --all-files --hook-stage manual

Setup .env file

You can run the TUI with a local MLFlow Tracking server or with a remote server. If you dont set the environment variable MLFLOW_TRACKING_URI, the TUI will use a local MLFlow Tracking server (file based in the folder mlruns). The TUI will read and set environment variables from the .env file (see .env.template for a template).

Generate fake data

If you dont have any data in your MLFlow Tracking server (local or remote), you can generate some fake data with the following command

python generate_fake_data.py

Run the TUI

python traktorml.py