ASI-MLFlow

Project description

Sample MLFlow Pipeline for ASI course on PJAIT. For this project given libraries have been used:

• MLFlow
• PyCaret

Software requirements:

• Python 3.6+
• Anaconda

How create environment?

Option 1: manual approach

conda create --name mlops-cf
conda activate mlops-cf
conda install -c anaconda jupyter
conda install -c conda-forge mlflow
conda install -c conda-forge pycaret

Option 2: through conda.yml

conda env create -f conda.yml

How to run a project?