ML AutoML HPO BO SMAC - Githubissues

junxnone / aiwiki

AI Wiki

https://junxnone.github.io/aiwiki

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ML AutoML HPO BO SMAC #220

Open junxnone opened 3 years ago

junxnone commented 3 years ago

Reference

Brief

SMAC - Sequential Model-based Algorithm Configuration
代理模型 - 随机森林/Random Forest
采集函数 - Expected Improvement/Thompson Sampling
解决高斯回归过程中参数类型不能为离散的问题
探索能力强
ROAR - Randomized Online Aggressive Racing

junxnone commented 3 years ago

junxnone/tech-io#684