markdtw/awesome-architecture-search resource

Health v2 · maintenance only

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Adoption not part of the score

1190 stars · 198 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 neural architecture search and hyper-parameter optimization resources, including papers and code links organized by technique such as reinforcement learning and evolutionary algorithms. It serves as a reference index rather than runnable software.

Use cases

• find papers on neural architecture search
• learn about NAS with reinforcement learning
• discover hyper-parameter optimization resources
• find ENAS and NASNet implementations
• survey evolutionary algorithm approaches to architecture search
• get started with automated neural network design

When to choose

• you need a reading list of NAS papers and code
• you are researching automated neural architecture design
• you want a quick overview of hyper-parameter optimization methods

When to avoid

• you need a runnable NAS tool or library
• you need actively maintained resources after 2020
• you want tutorials rather than paper links

Facets

learning-resource · maturity maintenance

machine-learning deep-learning machine-learning deep-learning awesome-lists tutorials awesome-list neural-architecture-search hyperparameter-optimization curated-resources papers

Member repositories

For agents

markdown · JSON · MCP: product_card(name="markdtw/awesome-architecture-search")