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added temperature, and coverage increases!

This commit is contained in:
Alejandro Moreo Fernandez 2025-12-06 14:06:14 +01:00
parent 602b89bd21
commit b2750ab6ea
1 changed files with 2 additions and 2 deletions
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4
BayesianKDEy/single_experiment_debug.py
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@ -47,8 +47,8 @@ def methods():
# yield 'BootstrapKDEy', KDEyML(LR()), kdey_hyper, lambda hyper: AggregativeBootstrap(KDEyML(LR(), **hyper), n_test_samples=1000, random_state=0, verbose=True),
# yield 'BayesianKDEy', KDEyML(LR()), kdey_hyper, lambda hyper: BayesianKDEy(mcmc_seed=0, **hyper),
for T in [100., 500, 1000.]:
yield f'BaKDE-CLR-T{T}', KDEyCLR(LR()), kdey_hyper_clr, lambda hyper: BayesianKDEy(kernel='aitchison', explore='ilr', mcmc_seed=0, temperature=T, step_size=.1, **hyper),
for T in [10, 20, 50, 100., 500]:
yield f'BaKDE-CLR-T{T}', KDEyCLR(LR()), kdey_hyper_clr, lambda hyper: BayesianKDEy(kernel='aitchison', explore='ilr', mcmc_seed=0, temperature=T, num_warmup=3000, num_samples=1000, step_size=.1, **hyper),