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Top 23 Python beginner-friendly Projects
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PySimpleGUI
Python GUIs for Humans! Create any GUI simple or complicated in a way that's intuitive. Launched in 2018. NEW for 2026 - the LGPL3 Version 6. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.
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Targeted at newcomers, A Byte of Python teaches the language from the ground up through clear explanations and practical examples, helping learners quickly grasp Python fundamentals.
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Machine-Learning-with-Python
Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..! (by devAmoghS)
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100LinesOfCode
🚀 100+ mini-projects demonstrating the power of concise code. Perfect for learning, portfolio building, and first-time open source contributors. Under 100 lines each!
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Beginner-Bug-Bounty-Automation
Many script that can be modified according to your needs for Information Gathering and Asset discovery in Bug Bounty Hunting (Pull requests are welcome!)
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15-mini-python-games-tutorial-series
A collection of 12 mini games/projects written with Python 3 standard library, each game scales in complexity. Includes 3 bonus games for additional examples and learning.
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spyrograph
Python library for analyzing, exploring, and visualizing epitrochoids and hypotrochoids in just a few lines of code
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Open-Source-DS-Algo
A beginner-friendly collection of algorithms and data structures in multiple languages. Open for Hacktoberfest 2025 contributions!
I worked on my first issue, Implement Binary Search (Iterative), and created my first Pull Request (PR) Add an algorithm in Python
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German-gender-finder
Find the gender of a german word so you know what articles to use ( Der, Die, Das , Ein, Eine)
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PyPass
A simple , secure , trustable and quantum safe password manager in Python3. (by Anish-M-code)
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docker_django_postgres_template
A basic template for Django. Includes several custom user models to choose from.
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Added a document for a class
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our-toolkit
Open source python library focused on learning about how to contribute to open source process and sharing some "useless" and funny functions
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Project mention: From hobby projects on a Raspberry Pi to launching AI education and knowledge platform | dev.to | 2025-12-05
I would really appreciate honest, practical feedback — especially from other builders. Here’s the web app: https://www.mentoro-ai.com The project is also open source and on Github. I opened GitHub Discussions for feedback: https://github.com/maikksmt/mentoro-ai/discussions/
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MLFCrafter
ML Pipeline Automation Tool - Chain together data processing, model training, and deployment with minimal code. Build production-ready ML workflows in minutes, not hours.
Project mention: Ask HN: I built an ML pipeline automation framework – how can I improve it? | news.ycombinator.com | 2025-07-26Hi HN,
I’m working on an open-source ML automation framework called MLFCrafter.
It’s designed to help build modular, reusable machine learning pipelines using components like CleanerCrafter, ScalerCrafter, ModelCrafter, all connected via a MLFChain.
Here’s the repo: https://github.com/brkcvlk/MLFCrafter
I’d love feedback on:
What features would make this more useful for real-world ML projects?
How can I improve usability and adoption?
Tips on growing an open-source project from solo development to a widely used framework?
Thanks in advance for any advice or thoughts!
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python beginner-friendly discussion
Python beginner-friendly related posts
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Ask HN: I built an ML pipeline automation framework – how can I improve it?
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Show HN: MLFCrafter – Modular ML pipeline automation framework in Python
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Hacktoberfest 2024: Beginning of my open-source journey
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July 8, 2024 Python Meet & Greet - Part 2
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Can anyone suggest best free learning resources to learn Java and python
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Can anyone recommend a good, elaborate, public example of a rest api?
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A note from our sponsor - SaaSHub
www.saashub.com | 21 Jul 2026
Index
What are some of the best open-source beginner-friendly projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | PySimpleGUI | 13,813 |
| 2 | pokeapi | 5,278 |
| 3 | byte-of-python | 2,485 |
| 4 | algorithm-archive | 2,447 |
| 5 | python-tutorial | 1,532 |
| 6 | Machine-Learning-with-Python | 1,333 |
| 7 | 100LinesOfCode | 816 |
| 8 | 100-Days-of-Code | 86 |
| 9 | Beginner-Bug-Bounty-Automation | 61 |
| 10 | 15-mini-python-games-tutorial-series | 41 |
| 11 | spyrograph | 31 |
| 12 | jou | 24 |
| 13 | PyProjects | 13 |
| 14 | Open-Source-DS-Algo | 13 |
| 15 | German-gender-finder | 11 |
| 16 | Password-Manager | 9 |
| 17 | PyPass | 8 |
| 18 | docker_django_postgres_template | 7 |
| 19 | NESY-Engine | 7 |
| 20 | MyVoteAWS | 6 |
| 21 | our-toolkit | 6 |
| 22 | mentoro-ai | 4 |
| 23 | MLFCrafter | 4 |
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