Python Wrapper for Simulating Multi-Fidelity Optimization on HPO Benchmarks without Any Wait

Shuhei Watanabe

TL;DR: A Python tool that enables eliminating the waiting time in multi-fidelity optimization using tabular or surrogate benchmarks.

Keywords: Hyperparameter optimization,AutoML,Multi-fidelity optimization,Python tool

Optional Submission Checklist: Yes

Broader Impact Statement: Yes

Paper Availability And License: Yes

Code Of Conduct: Yes

Cpu Hours: 1

Gpu Hours: 0

Tpu Hours: 0

Evaluation Metrics: Yes

Submission Number: 3