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import numpy as np, pandas as pd, matplotlib.pyplot as plt | |
from collections import namedtuple | |
from jax import random, lax | |
from jax.flatten_util import ravel_pytree | |
import jax.numpy as jnp | |
import numpyro | |
import numpyro.distributions as dist | |
from numpyro.infer import MCMC, util, init_to_sample | |
from numpyro.infer.mcmc import MCMCKernel |
View numpyro_metropolis_kernel_2.py
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from collections import namedtuple | |
from jax import random | |
from jax.flatten_util import ravel_pytree | |
import jax.numpy as jnp | |
import numpyro | |
import numpyro.distributions as dist | |
from numpyro.infer import MCMC, util | |
from numpyro.infer.mcmc import MCMCKernel | |
MetState = namedtuple("MetState", ["z", "rng_key"]) |
View numpyro_metropolis_kernel.py
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from collections import namedtuple | |
from jax import random | |
from jax.flatten_util import ravel_pytree | |
import jax.numpy as jnp | |
import numpyro | |
import numpyro.distributions as dist | |
from numpyro.infer import MCMC, util | |
from numpyro.infer.mcmc import MCMCKernel | |
MetState = namedtuple("MetState", ["z", "rng_key"]) # does it matter if it is called z or u? |
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