Ari Hartikainen ahartikainen
ahartikainen
/ pystan_fit_to_xarray.ipynb
Created
May 29, 2018 14:03
Export PyStan fit object to xarray
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ahartikainen
/ cmap_edge.ipynb
Created
June 4, 2018 21:03
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ahartikainen
/ hetu_codes.py
Last active
August 5, 2018 08:04
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| from datetime import datetime | |
| def hetu(date, gender): | |
| """ | |
| hetu(date, gender) | |
| Parameters | |
| ---------- | |
| date : datetime.datetime object | |
| gender : str {'male', 'female'} |
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| # Running times | |
| [success] 13.95% test_stan_file_io.TestStanFileIO.test_stan_model_from_file: 80.9590s | |
| [success] 13.32% test_pickle.TestPickle.test_model_unique_names: 77.2730s | |
| [success] 8.18% test_extra_compile_args.TestExtraCompileArgs.test_extra_compile_args: 47.4787s | |
| [success] 7.81% test_chains.TestRhatZero.test_rhat_zero: 45.3319s | |
| [success] 7.09% test_pickle.TestPickle.test_pickle_model_and_reload: 41.1400s | |
| [success] 6.97% test_rstan_getting_started.TestRStanGettingStarted.test_stan_file: 40.4583s | |
| [success] 6.93% test_rstan_stan_args.TestPyStanArgs.test_stan_args_basic: 40.1854s | |
| [success] 6.87% test_pickle.TestPickle.test_pickle_fit: 39.8326s |
ahartikainen
/ eff_n_test_stan_scipy.py
Last active
September 13, 2018 19:58
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| # disable visual plots | |
| import matplotlib | |
| matplotlib.use("Agg") | |
| import matplotlib.pyplot as plt | |
| import numpy as np | |
| import pystan | |
| from scipy.stats.distributions import cauchy, norm, t as student_t | |
| import arviz as az | |
| import pickle | |
| import gzip |
ahartikainen
/ dict_to_2d_array.ipynb
Created
November 7, 2018 12:39
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ahartikainen
/ adhoc_edge_correction.ipynb
Last active
January 28, 2019 10:00
Adhoc edgecorrections for Scipy gaussian_kde
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ahartikainen
/ prior_and_posterior.ipynb
Last active
February 22, 2019 01:22
Simple example on PyStan
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