SupeRuier/awesome-active-learning resource

Health v2 · maintenance only

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Adoption not part of the score

1000 stars · 87 forks observed · 2026-09-03

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

A curated awesome-list and structured knowledge base covering Active Learning research, including papers, surveys, tutorials, theory, code libraries, and real-world applications. It serves as a reference hub for researchers and practitioners in machine learning.

Use cases

• find active learning research papers
• learn about human-in-the-loop machine learning
• find active learning code libraries
• survey active learning methods for a literature review
• find active learning tutorials and surveys
• discover researchers working on active learning

When to choose

• you need a comprehensive, structured overview of active learning research
• you are starting research on active learning or human-in-the-loop ML
• you want links to papers, code, and scholars in one place

When to avoid

• you need runnable active learning software rather than a reference list
• you need production tooling for data labeling pipelines

Facets

learning-resource · maturity active

machine-learning documentation machine-learning tutorials awesome-lists cross-platform awesome-list active-learning human-in-the-loop research-papers curated-list

Member repositories

For agents

markdown · JSON · MCP: product_card(name="SupeRuier/awesome-active-learning")