NirantK/awesome-project-ideas
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
Organizes 30+ hands-on project ideas across six domains (hackathons, NLP, time series, recommendations, vision, audio), with emphasis on LLM-enabled applications like text-to-SQL, semantic search, and instruction-guided image editing. Each idea includes concrete datasets, reference implementations, and architectural patterns—from multi-label classification pipelines to retrieval-augmented QA systems. Bridges academia and industry by pairing foundational tasks (sentiment analysis, forecasting) with modern generative AI approaches using frameworks like Hugging Face Transformers and Stable Diffusion.
8,974 stars. No commits in the last 6 months.
Stars
8,974
Forks
1,284
Language
—
License
MIT
Category
Last pushed
Mar 13, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/NirantK/awesome-project-ideas"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
elyra-ai/elyra
Elyra extends JupyterLab with an AI centric approach.
avinashkranjan/Amazing-Python-Scripts
🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.
SAP-samples/btp-ai-sustainability-bootcamp
This github repository contains the sample code and exercises of btp-ai-sustainability-bootcamp,...
king04aman/All-In-One-Python-Projects
A huge collection of awesome beginner-friendly Python projects starting from very basics to...
Xtremilicious/projectlearn-project-based-learning
A curated list of project tutorials for project-based learning.