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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? |
View 2022_01_01a_numpyro_ab_testing_model.ipynb
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View 2020_05_07a_covid19_parametric_death_redistribution_for_nyc_discontinuity.ipynb
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View sdc_sources.csv
We can make this file beautiful and searchable if this error is corrected: It looks like row 2 should actually have 15 columns, instead of 14. in line 1.
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name,country,admin1,Mass gathering restrictions,Stay at Home Order,Educational facilities closed,Initial business closures,Non-essential services closed,Travel severely limited,Source Mass gathering restrictions,Source Stay at Home Order,Source Educational facilities closed,Source Initial business closure,Source Non-essential services closed,Source Travel severely limited | |
Baden-Wurttemberg,Germany,Baden-Wurttemberg,full implementation,21.03.2020,17.03.2020,full implementation,21.03.2020,not implemented,https://stm.baden-wuerttemberg.de/fileadmin/redaktion/dateien/PDF/Coronainfos/200322_Rechtsverordnung_englisch.pdf,https://stm.baden-wuerttemberg.de/fileadmin/redaktion/dateien/PDF/Coronainfos/200322_Rechtsverordnung_englisch.pdf,https://stm.baden-wuerttemberg.de/fileadmin/redaktion/dateien/PDF/200317_StM_VO_IfSG_Corona.pdf,https://stm.baden-wuerttemberg.de/fileadmin/redaktion/dateien/PDF/Coronainfos/200322_Rechtsverordnung_englisch.pdf,https://stm.baden-wuerttemberg.de/fileadmin/redaktion/dateien/PDF/Coronainf |
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