/titanic-dummy-model

Test model for evaluation of mlops platform

Primary LanguagePython

Titanic Dummy Model

Model for evaluation of mlops tools

Contents

This repo has the following directories:

  • ci: Jenkins build and automation scripts.
  • notebooks: Jupyter notebooks used for exploratory data analysis, model development, and ROI calculations.
  • titanic_dummy_model: Root code and configurations.
  • tests: Unit tests project code.

Setup

The first time you use this repo:

  1. Clone the repo and navigate to the root folder.
  2. Create a conda environment for this project, and activate it:
conda create --name titanic-dummy-model-py38 python=3.8
conda activate titanic-dummy-model-py38
  1. Install required python packages from the root of this repo:
pip install -r requirements-dev.txt