sherpa-ai/sherpa

Support for new algorithms

anirudhacharya opened this issue · 3 comments

anirudhacharya commented
LarsHH commented

Asynchronous Successive Halving is implemented (

sherpa/sherpa/algorithms/successive_halving.py

Line 27 in 8d60293

class SuccessiveHalving(Algorithm):
) which according to https://arxiv.org/pdf/1810.05934.pdf outperforms Hyperband. ASHA can actually be used to do Hyperband by iterating over different settings, but I'll leave that to future work for now.

LarsHH commented

Looks like https://github.com/DEAP could be a good starting point for the particle swarm optimization