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mlflow_use_case's Introduction

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

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