/kaggle-house-prices

Code supporting Kaggle competition House Prices: Advanced Regression Techniques

Primary LanguagePython

Kaggle house prices

Code supporting Blog post about DVC.

Setup

Python setup

Though not a requirement, we recommend using Anaconda to manage python dependencies. Here are the steps that we will walk you though:

  • Setup Anaconda.
  • Setup conda environment
  • Setup local env

Setup Anaconda

To download Anaconda package manager, go to: https://www.continuum.io/downloads.

After installing locally the conda environment, proceed to setup this project environment.

Setup local conda environment

For dependency management we are using conda-requirements.txt and requirements.txt. Please "cd" into the current reposotory and build your conda environment based on those conda-requirements and requirements:

conda create -n kaggle python=3.6
source activate kaggle
conda install -c conda-forge --file conda_requirements.txt
pip install -r pip_requirements.txt

To deactivate this specific virtual environment:

source deactivate

If you need to completely remove this conda env, you can use the following command:

conda env remove --name kaggle

Authors/Contributors

See the list of contributors who participated in this project.