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junpenglao
/ smooth breakpoint.ipynb
Last active
June 17, 2022 18:57
https://stackoverflow.com/questions/49144144/convert-numpy-function-to-theano
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junpenglao
/ Indexing a RV_sparse model.ipynb
Created
March 29, 2018 13:05
https://discourse.pymc.io/t/indexing-using-a-free-random-variable/939/
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junpenglao
/ [WIP] Laplace approximation in pymc3.ipynb
Last active
April 1, 2018 19:19
Laplace approximation in PyMC3
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junpenglao
/ Dirichlet_random_area_plot.py
Created
June 8, 2018 14:18
Visualization of realization of 2D dirichlet random variable with area plot that shows uncertainty.
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| import numpy as np | |
| import scipy.stats as st | |
| import matplotlib.pyplot as plt | |
| plt.style.use('ggplot') | |
| pmat = np.vstack([np.linspace(1, 20, 20), | |
| np.linspace(2, 10, 20), | |
| np.linspace(3, 5, 20)]).T | |
| p = np.asarray([st.dirichlet.rvs(p_, 200) for p_ in pmat]) |
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junpenglao
/ fastest-em-estimation-for-gmm-in-python.ipynb
Last active
March 20, 2025 11:02
Fastest EM estimation for GMM in python.ipynb
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junpenglao
/ theano-jax-test-drive.ipynb
Last active
November 10, 2020 07:46
theano-jax test drive.ipynb
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junpenglao
/ -pymcon-missing-value-handling.ipynb
Created
October 20, 2020 10:15
[pymcon] Missing value handling.ipynb
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