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lines changed Original file line number Diff line number Diff line change @@ -4,25 +4,39 @@ Samplers
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This submodule contains functions for MCMC and forward sampling.
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- .. currentmodule :: pymc
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+ .. currentmodule :: pymc.sampling.forward
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.. autosummary ::
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:toctree: generated/
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- sample
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sample_prior_predictive
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sample_posterior_predictive
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- sample_posterior_predictive_w
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- init_nuts
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draw
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+
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+ .. currentmodule :: pymc.sampling.mcmc
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+
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+ .. autosummary ::
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+ :toctree: generated/
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+
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+ sample
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+ init_nuts
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+
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+ .. currentmodule :: pymc.sampling.jax
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+
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+ .. autosummary ::
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+ :toctree: generated/
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+
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+ sample_blackjax_nuts
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+ sample_numpyro_nuts
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+
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+
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Step methods
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************
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- .. currentmodule :: pymc
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-
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HMC family
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----------
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+ .. currentmodule :: pymc.step_methods.hmc
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.. autosummary ::
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:toctree: generated/
@@ -32,6 +46,7 @@ HMC family
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Metropolis family
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-----------------
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+ .. currentmodule :: pymc.step_methods
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.. autosummary ::
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:toctree: generated/
@@ -51,6 +66,7 @@ Metropolis family
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Other step methods
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------------------
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+ .. currentmodule :: pymc.step_methods
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.. autosummary ::
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:toctree: generated/
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