floodsung/Deep-Learning-Papers-Reading-Roadmap resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

39548 stars · 7262 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A curated reading roadmap of deep learning research papers organized from foundational history to state-of-the-art topics. It guides newcomers through an ordered list of landmark papers with annotations and star ratings.

Use cases

• find which deep learning paper to read first
• structured curriculum for learning deep learning from papers
• reading list of landmark neural network papers
• progress from deep learning basics to state-of-the-art research
• study plan for convolutional networks and deep learning history

When to choose

• you are a newcomer wanting a guided path through deep learning literature
• you prefer learning from original research papers rather than courses
• you want a curated, ordered list of classic and modern papers

When to avoid

• you need hands-on code tutorials or runnable examples
• you want interactive courses or video lectures
• you need up-to-date coverage of the newest research beyond the roadmap's last update

Facets

learning-resource · maturity maintenance

documentation developer-tools deep-learning machine-learning tutorials artificial-intelligence cross-platform reading-roadmap papers curated-list education awesome-list

Member repositories

For agents

markdown · JSON · MCP: product_card(name="floodsung/Deep-Learning-Papers-Reading-Roadmap")