twiecki
/ bayesian_neural_network.ipynb
Last active
February 22, 2022 01:28
Bayesian Neural Network in PyMC3
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twiecki
/ probabilistic_pca.ipynb
Created
August 20, 2017 15:05
Bayesian PCA in PyMC3 based on http://edwardlib.org/tutorials/probabilistic-pca
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jaanli
/ black_box_vi_bayesian_linear_regression.py
Created
February 11, 2017 17:32
Black box variational inference for Bayesian linear regression. Numpy and scipy only.
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| """Use black-box variational inference (https://arxiv.org/abs/1401.0118) to | |
| fit Bayesian linear regression (https://en.wikipedia.org/wiki/Bayesian_linear_regression) | |
| and ensure it gets the analytic posterior mean from wikipedia. | |
| """ | |
| import numpy as np | |
| import scipy.stats | |
| def generate_data(cfg): | |
| """synthetic data: |
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