endymecy/awesome-deeplearning-resources resource

Health v2 · maintenance only

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3024 stars · 671 forks observed · 2026-08-28

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

A curated awesome-list of deep learning and deep reinforcement learning research papers, sorted chronologically, with links to code, model zoos, pretrained models, courses, books, tutorials, and corpora. It serves as a reference index for researchers and practitioners rather than a runnable tool.

Use cases

• find recent deep learning research papers
• locate code implementations of classic neural network models
• learn deep reinforcement learning from papers and courses
• find pretrained models and model zoo resources
• discover NLP and computer vision paper collections
• find deep learning books and tutorials

When to choose

• you need a curated index of DL/RL papers with code links
• you want historical coverage of papers from 2010 to 2021
• you are building a study plan for deep learning research

When to avoid

• you need runnable software or a library
• you need papers from the last few years, as coverage ends around 2021
• you need a single-topic deep dive rather than a broad list

Facets

learning-resource · maturity maintenance

deep-learning machine-learning nlp computer-vision deep-learning reinforcement-learning computer-vision tutorials cross-platform awesome-list research-papers model-zoo pretrained-models courses books natural-language-processing

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markdown · JSON · MCP: product_card(name="endymecy/awesome-deeplearning-resources")