Abraham Flaxman aflaxman
aflaxman
/ 2022_08_25c_re_poisson_model_w_offset_in_bambi.ipynb
Created
August 25, 2022 19:14
Random Effects Poisson Model with Offset in Bambi
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aflaxman
/ 000-template.ipynb
Created
July 19, 2022 18:22
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aflaxman
/ 2022_01_29b_vaccine_and_infection_correlation_replication.ipynb
Created
January 29, 2022 23:48
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aflaxman
/ numpyro_abc_kernel.py
Last active
January 29, 2022 16:23
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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 |
aflaxman
/ numpyro_metropolis_kernel_2.py
Last active
January 9, 2022 23:24
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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"]) |
aflaxman
/ numpyro_metropolis_kernel.py
Created
January 4, 2022 05:01
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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? |
aflaxman
/ 2022_01_01a_numpyro_ab_testing_model.ipynb
Created
January 2, 2022 00:07
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aflaxman
/ 2021_02_12a_ergm_for_households.ipynb
Created
February 12, 2021 19:19
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aflaxman
/ 2020_11_12d_pymc_latent_scaled_poisson.ipynb
Created
November 13, 2020 05:14
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aflaxman
/ 2020_11_11a_pymc_spline_example.ipynb
Created
November 11, 2020 21:49
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