An example of working with experiment tracking tools
Install all dependencies first
pip install -r requirements.txt
Start MLFlow
mlflow ui
mlflow server --host 127.0.0.1 --port 8085
Run python script
python mlflow/simple_run.py
To run example with hyperparams optimization use
python mlflow/hyperparams_search.py
Run ClearML initialization
clearml-init
Register with Clearml and create your application credentials here
Copy the app credentials for input to 'clearml-init' configuration request, or modify your existing clearml.conf
Run python script
python clearml/simple_run.py
Login to W&B from CLI
wandb login
Run python script
python w_and_b/simple_run.py
To run example with hyperparams optimization use
python mlflow/hyperparams_sweeper.py