How to Run Python Code from a GitHub Repository

GitHub is home to millions of open-source Python projects. Whether you’re exploring a new machine learning model, a web app, or a utility script, downloading and running Python code from GitHub is a great way to learn and contribute.

In this blog post, you’ll learn how to run a Python script from a GitHub repository step by step — even if you’re new to Python or GitHub.


🛠️ Prerequisites

Before you begin, make sure you have:

Python installed
Git installed
✅ Access to a terminal (Command Prompt, PowerShell, or Terminal)
✅ (Optional) A virtual environment tool like venv or conda

You can check your versions with:

python --version
git --version

✅ Step-by-Step Guide

Step 1: Find the GitHub Repository

Go to https://github.com and search for the Python project you want to run.

Example: https://github.com/username/project-name


Step 2: Clone the Repository

Use Git to download the project to your local machine:

git clone https://github.com/username/project-name.git

Replace the URL with the actual repo URL. This creates a folder with the project files.


Step 3: Navigate to the Project Directory

cd project-name

This puts you inside the cloned repo where the Python code lives.


Step 4: (Optional) Set Up a Virtual Environment

To avoid dependency conflicts, it’s best to use a virtual environment:

python -m venv venv
source venv/bin/activate      # On macOS/Linux
venv\Scripts\activate         # On Windows

Step 5: Install Dependencies

Many projects list required packages in a requirements.txt file. Install them with:

pip install -r requirements.txt

If there’s no such file, check the README or documentation for dependencies.


Step 6: Run the Python Code

Look for the main Python script — often named something like main.py, app.py, or run.py.

Run it with:

python main.py

Or if the script is in a subfolder:

python folder/script.py

🚨 Common Errors and How to Fix Them

  • ModuleNotFoundError: You missed installing a required package. Double-check requirements.txt.
  • Permission denied / Access errors: Try running with administrative privileges or check file permissions.
  • Python not recognized: Make sure Python is added to your system’s PATH.

📦 Bonus: Run Code Without Git (Using Download ZIP)

If you don’t want to use Git:

  1. Go to the repo page.
  2. Click the green “Code” button.
  3. Choose “Download ZIP”.
  4. Unzip the folder and follow Steps 3–6 above.

✅ Summary

TaskCommand or Action
Clone repogit clone https://github.com/user/repo
Navigate to projectcd repo
Create virtual environmentpython -m venv venv
Activate environmentsource venv/bin/activate or venv\Scripts\activate
Install dependenciespip install -r requirements.txt
Run the scriptpython script.py

🚀 Final Thoughts

Running Python code from GitHub is easier than it seems — and it opens the door to exploring, learning from, and contributing to real-world projects. Once you’re comfortable, you can even fork a repository and submit improvements via pull requests.

Sharing Is Caring:

Leave a Comment