To run the experiment.py script using MLflow, follow these steps:
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Install MLflow: If you haven't already installed MLflow, you can do so via pip:
pip install mlflow
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Set up your environment: Make sure you have your environment set up with the necessary dependencies.
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Run the script with MLflow: Use the following command to run
experiment.pywith MLflow:mlflow server --host 127.0.0.1 --port 8080 mlflow run experiment.py
This command will execute experiment.py with MLflow tracking enabled, allowing you to log metrics, parameters, and artifacts for easy experiment tracking and management.