sudharsan13296/Awesome-Meta-Learning resource

Health v2 · maintenance only

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1554 stars · 296 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of meta-learning resources including papers with code, books, libraries, blogs, lecture videos, datasets, and workshops. It covers zero-shot, one-shot, few-shot, and meta-reinforcement learning topics.

Use cases

• find papers on few-shot learning with code
• learn meta-learning from scratch
• find datasets for one-shot image recognition
• discover meta-reinforcement learning resources
• find lecture videos on meta-learning
• locate libraries for prototypical networks

When to choose

• starting research or study in meta-learning
• looking for implementations of classic few-shot learning papers
• compiling a reading list on zero/one/few-shot learning

When to avoid

• need a maintained production library rather than a resource list
• need up-to-date 2021+ papers since the list was last updated in 2020

Facets

learning-resource · maturity maintenance

machine-learning deep-learning reinforcement-learning machine-learning deep-learning artificial-intelligence awesome-lists tutorials cross-platform meta-learning few-shot-learning one-shot-learning zero-shot-learning curated-list papers datasets

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