VV1266 / mlflow_use_case

For MlFlow use Case

mlflow_use_case

Install the mlflow library, If you face issue in intalling follow the documenation link

after installing mlflow, Step's for execuating the code for Windows OS

• make sure working dir path set to be ~/../mlflow_use_case
• To expose mlflow ui
• open cmd as admin level
• activate the r-mlflow-1.14.1 enviornment
• set working dir as mlflow_use_case project
• command for mlflow server:

    mlflow server --host 0.0.0.0 --port 5000

• if help need cmd on server exposing:

  mlflow server --help

• after exposing the mlflow server then only run main/main_init.R file otherwise you will get curl error
• make sure you change the experiment name while run for new experiment in main/main_init.R file

Mlflow have shared some tutorial examples (Python, R and JAVA) link and specific to R API exmpale R example link

For any issue or roadmap related details you can join the MLflow Community over Slack link