Context Awesome

awesome-hpo

github.com/thinklab-sjtu/awesome-hpo ↗

hpo update

3

GitHub Stars

24

Curated Resources

5

Categories

23 hours ago

Last Refreshed

SurveyClassical Optimization TechniqueAcceleration MethodDynamic Algorithm ConfigurationApplication

Use this list with your AI agent

Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:

"Show me classical optimization technique/simple search scheme/gradient-based search resources from awesome-hpo"

Installation instructions →

What's inside

Survey

Classical Optimization Technique

paperClassical Optimization Technique/Simple Search Scheme/Gradient-based Search
paperClassical Optimization Technique/Simple Search Scheme/Grid Search
paperClassical Optimization Technique/Simple Search Scheme/Random Search
paperClassical Optimization Technique/Bayesian Optimization
paperClassical Optimization Technique/Bayesian Optimization
paperClassical Optimization Technique/Heuristic Search

Acceleration Method

paperAcceleration Method/Multi-fidelity Optimization
paperAcceleration Method/Bandit-based Algorithm
paperAcceleration Method/Early Stop

Dynamic Algorithm Configuration

paperDynamic Algorithm Configuration/Gradient-based Optimizer
paperDynamic Algorithm Configuration/Population-based Algorithm
paperDynamic Algorithm Configuration/Reinforcement Learning Method

Application

Showing a sample of 24 resources. View the full list on GitHub →