Update and fix

.gitignore

@@ -1,17 +1,17 @@
-# folders
+# Environments
+.venv
 
-## IDEs
+# IDEs
 .idea
+.vscode
 
-## Python
-venv*
-__pycache__
-.ipynb_checkpoints
-
-## Project
-data
+# Mac OS
+.DS_Store
 
-# files
+# Python
+__pycache__
 
-## Mac OS
-.DS_Store
+# Project
+data/*
+models/*
+reports/*

README.md

@@ -1,42 +1,17 @@
-# Tutorial: dvc-3-automate-experiments
+# Tutorial: Automate DVC experiments
 
-## 1. clone this repository
+## 1. Create and activate virtual environment
 
-```bash
-git clone https://gitlab.com/7labs.ru/tutorials-dvc/dvc-3-automate-experiments.git
-cd dvc-3-automate-experiments
-```
-
-## 2. Create and activate virtual environment
-
-Install virtualenv in advance: 
+Create virtual environment
 
 ```bash
-pip install virtualenv
+python3 -m venv .venv
+echo "export PYTHONPATH=$PWD" >> .venv/bin/activate
+source .venv/bin/activate
 ```
 
-Create virtual environment 
-```bash
-virtualenv venv-dvc-3-automate-experiments
-source venv-dvc-3-automate-experiments/bin/activate
-```
-
-## 3. Install python libraries (including dvc)
+## 2. Install python libraries
 
 ```bash
 pip install -r requirements.txt
 ```
-
-
-## 4. Add Virtual Environment to Jupyter Notebook
-
-```bash
-python -m ipykernel install --user --name=venv-dvc-3-automate-experiments
-``` 
-
-## 5. Run and follow Jupyter Notebook `dvc-3-automate-experiments.ipynb` for instructions:
-
-```bash
-jupyter notebook
-```
-

data/.gitignore

@@ -0,0 +1 @@
+!.gitignore