artem-aliev / dvc-1-get-started

Data Version Control (DVC) tutorial 1. Get Started

Lesson 1 tutorial: Get started

ML REPA School course: Machine Learning experiments reproducibility and engineering with DVC

1. Clone this repository

git clone https://gitlab.com/7labs.ru/tutorials-dvc/dvc-1-get-started.git
cd dvc-1-get-started

2. Create and activate virtual environment

Create virtual environment named dvc (you may use other name)

python3 -m venv dvc-venv
source dvc-venv/bin/activate

3. Install python libraries

pip install -r requirements.txt

4. Add Virtual Environment to Jupyter Notebook

python -m ipykernel install --user --name=dvc-venv

5. Configure ToC for jupyter notebook (optional)

sudo jupyter contrib nbextension install
jupyter nbextension enable toc2/main

6. Run and follow Jupyter Notebook dvc-1-get-started.ipynb for instructions:

jupyter notebook