LeanHEBO reimplements Huawei's algorithm 3x faster
hbouammar · x · 2026-08-25
A developer released LeanHEBO, a Tensor-native implementation of Huawei's HEBO Bayesian optimization method. The project achieves nearly 3x faster performance while maintaining approximately the same final results.
Key Features:
- Torch-backed numerical state and compute.
- Supports bounded floats, integers, Booleans, and categorical variables.
- Supports batched suggestions and contextual values.
- Easy installation with Python 3.11+ support.
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