/simple-dvc-ml-project

This project explains about how to automate ML pipelines

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

simple-dvc-ml-project

This project explains about how to automate ML pipelines using dvc(data version control) and mlflow library

Workflow

simple-workflow-01

Installation

Create virtual environment for python 3.7

  conda create -n <environment-name> python=3.7 -y

Enter the virtual environment

    activate <environment-name>

install all dependencies of the this project by

  pip install -r requirements.txt

Mlflow screenshots

mlflow1 mlflow output