Python remains one of the most popular programming languages in 2024, with a thriving open-source community on GitHub. This curated list showcases the 10 hottest, most exciting Python projects that are capturing developers’ attention this year. From cutting-edge AI tools to powerful web frameworks, these projects represent the best of what Python has to offer.
Whether you’re a beginner looking to sharpen your skills or an experienced developer seeking innovative libraries and frameworks, this list has something for everyone. Each project includes a brief overview, key features, and links to help you dive in and start exploring.
Get ready to discover the game-changing Python projects that are defining the landscape in 2024. Let’s countdown the top 10 and see what amazing things you can build!
Python Project Rankings
1. DiffSynth-Studio by modelscope
Explore the fascinating world of diffusion models with DiffSynth-Studio. This project provides a user-friendly interface to experiment with and create stunning visual content using the power of diffusion models.
- Language: Python
- Total Stars: 2,980
- Total Forks: 248
- New Stars Today: 744
- One-Line Intro: Enjoy the magic of Diffusion models!
- Project URL: https://github.com/modelscope/DiffSynth-Studio
2. maestro by Doriandarko
Discover maestro, a cutting-edge framework designed for Claude Opus to intelligently orchestrate subagents. Streamline your AI workflows and unlock new possibilities with this innovative tool.
- Language: Python
- Total Stars: 2,893
- Total Forks: 480
- New Stars Today: 126
- One-Line Intro: A framework for Claude Opus to intelligently orchestrate subagents.
- Project URL: https://github.com/Doriandarko/maestro
3. ciso-assistant-community by intuitem
Simplify your GRC management with CISO Assistant, a comprehensive one-stop-shop covering Risk, AppSec, and Audit Management. With support for over 46 frameworks worldwide, this project is a must-have for cybersecurity professionals.
- Language: Python
- Total Stars: 670
- Total Forks: 79
- New Stars Today: 21
- One-Line Intro: CISO Assistant is a one-stop-shop for GRC, covering Risk, AppSec and Audit Management and supporting +46 frameworks worldwide: NIST CSF, ISO 27001, SOC2, CIS, PCI DSS, NIS2, CMMC, PSPF, GDPR, HIPAA, Essential Eight, NYDFS-500, DORA, NIST AI RMF, 800-53, 800-171, CyFun, CJIS, AirCyber and many more.
- Project URL: https://github.com/intuitem/ciso-assistant-community
4. LLaMA-Factory by hiyouga
Efficiently fine-tune 100+ large language models with LLaMA-Factory. This project unifies the fine-tuning process, making it easier than ever to adapt and optimize LLMs for your specific needs.
- Language: Python
- Total Stars: 25,072
- Total Forks: 3,102
- New Stars Today: 94
- One-Line Intro: Unify efficient fine-tuning of 100+ large language models
- Project URL: https://github.com/hiyouga/LLaMA-Factory
5. phidata by phidatahq
Build powerful AI assistants with memory, knowledge, and tools using phidata. This project provides a solid foundation for creating intelligent and interactive AI systems.
- Language: Python
- Total Stars: 10,310
- Total Forks: 1,486
- New Stars Today: 24
- One-Line Intro: Build AI assistants with memory, knowledge and tools.
- Project URL: https://github.com/phidatahq/phidata
6. LLaVA-NeXT by LLaVA-VL
Stay tuned for updates on the mysterious LLaVA-NeXT project by LLaVA-VL. While details are currently scarce, this project has garnered significant attention from the GitHub community.
- Language: Python
- Total Stars: 896
- Total Forks: 48
- New Stars Today: 28
- One-Line Intro: No description provided
- Project URL: https://github.com/LLaVA-VL/LLaVA-NeXT
7. mindsdb by mindsdb
Harness the power of AI for your enterprise data with mindsdb. This platform enables you to build sophisticated AI models directly from your enterprise data sources.
- Language: Python
- Total Stars: 22,375
- Total Forks: 2,968
- New Stars Today: 53
- One-Line Intro: The platform for building AI from enterprise data
- Project URL: https://github.com/mindsdb/mindsdb
8. 30-Days-Of-Python by Asabeneh
Embark on a 30-day journey to master Python programming with this step-by-step guide. Suitable for beginners and those looking to enhance their skills, this project offers a structured learning path and helpful video resources.
- Language: Python
- Total Stars: 33,314
- Total Forks: 6,746
- New Stars Today: 137
- One-Line Intro: A step-by-step 30-day guide to learn Python programming. The challenge may take 100+ days, follow your own pace. Helpful videos: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw
- Project URL: https://github.com/Asabeneh/30-Days-Of-Python
9. google-ctf by google
Test your cybersecurity skills with Google CTF, a collection of challenging and educational CTF (Capture The Flag) competitions hosted by Google. Sharpen your problem-solving abilities and learn from the best in the field.
- Language: Python
- Total Stars: 4,388
- Total Forks: 550
- New Stars Today: 28
- One-Line Intro: Google CTF
- Project URL: https://github.com/google/google-ctf
10. table-transformer by microsoft
Extract tables from unstructured documents like PDFs and images with Table Transformer (TATR), a deep learning model developed by Microsoft. This project also hosts the PubTables-1M dataset and GriTS evaluation metric for benchmarking table extraction performance.
- Language: Python
- Total Stars: 1,989
- Total Forks: 229
- New Stars Today: 9
- One-Line Intro: Table Transformer (TATR) is a deep learning model for extracting tables from unstructured documents (PDFs and images). This repo also hosts the PubTables-1M dataset and GriTS evaluation metric.
- Project URL: https://github.com/microsoft/table-transformer
Conclusion
This roundup showcases the top 10 most popular Python projects on GitHub today, spanning a diverse range of applications from diffusion models and AI assistants to cybersecurity frameworks and data extraction tools.
Notably, the DiffSynth-Studio project by modelscope gained an impressive 744 new stars in a single day, highlighting the growing interest in harnessing the power of diffusion models. Other standout projects include the maestro framework for intelligently orchestrating AI subagents, the comprehensive CISO Assistant for GRC management, and the LLaMA-Factory for efficient fine-tuning of 100+ large language models.
Whether you’re looking to dive into AI development, enhance your cybersecurity practices, master Python in 30 days, or extract tabular data from unstructured documents, these top-trending projects offer valuable resources and inspiration for developers and data enthusiasts alike. Explore the projects that pique your interest and join the vibrant GitHub community in pushing the boundaries of what’s possible with Python.
