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HMC sampler #449

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HMC sampler #449

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5732f94
renamed hmc to nuts, and created the actual hmc sampler; example and …
furibec Jul 1, 2024
4b361d2
fixing the sampler init
furibec Jul 1, 2024
4416828
re-check _nuts implementation and keep working on the hmc
furibec Jul 2, 2024
7ef58af
fixing typo in nuts
furibec Jul 2, 2024
4503e9e
fixing nuts typos
furibec Jul 2, 2024
7a07573
HMC and NUTS checks done
furibec Jul 2, 2024
6987cf5
some minor final touches
furibec Jul 2, 2024
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3 changes: 2 additions & 1 deletion cuqi/sampler/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -3,9 +3,10 @@
from ._conjugate_approx import ConjugateApprox
from ._cwmh import CWMH
from ._gibbs import Gibbs
from ._hmc import NUTS
from ._hmc import HMC
from ._langevin_algorithm import ULA, MALA
from ._laplace_approximation import UGLA
from ._mh import MH
from ._nuts import NUTS
from ._pcn import pCN
from ._rto import LinearRTO, RegularizedLinearRTO
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