Abraham Flaxman aflaxman
aflaxman
/ .gitignore
Created
October 14, 2010 18:10
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| *.pyc | |
| *.png | |
| *~ |
aflaxman
/ 2022_01_29b_vaccine_and_infection_correlation_replication.ipynb
Created
January 29, 2022 23:48
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
aflaxman
/ numpyro_abc_kernel.py
Last active
January 29, 2022 16:23
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
aflaxman
/ 2021_02_12a_ergm_for_households.ipynb
Created
February 12, 2021 19:19
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
aflaxman
/ 2020_11_12d_pymc_latent_scaled_poisson.ipynb
Created
November 13, 2020 05:14
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
aflaxman
/ 2020_11_11a_pymc_spline_example.ipynb
Created
November 11, 2020 21:49
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
aflaxman
/ 2015_09_10e_pymc3_with_nonlinear_model.ipynb
Created
September 12, 2015 05:16
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.