junpenglao
/ [WIP] Laplace approximation in pymc3.ipynb
Last active
April 1, 2018 19:19
Laplace approximation in PyMC3
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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
/ smooth breakpoint.ipynb
Last active
June 17, 2022 18:57
https://stackoverflow.com/questions/49144144/convert-numpy-function-to-theano
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| import numpy | |
| import theano | |
| import theano.tensor as tt | |
| from theano.gradient import disconnected_grad as stop_grad | |
| x = tt.dscalar('x') | |
| y = x ** 2 | |
| gy = tt.grad(y, x) | |
| f = theano.function([x], gy) |
junpenglao
/ Nonlinear_funcs.ipynb
Created
February 7, 2018 23:05
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junpenglao
/ Check Effective Sample Size.ipynb
Last active
February 12, 2018 15:52
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junpenglao
/ HMC_in_pyro.ipynb
Last active
January 23, 2018 17:18
Testing the HMC in Pyro (recently merged to dev branch)
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junpenglao
/ 10.1101_227165.ipynb
Created
December 2, 2017 20:16
Bayesian reanalysis of https://www.biorxiv.org/content/early/2017/11/30/227165
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junpenglao
/ Marginal Likelihood in Python.ipynb
Last active
June 24, 2024 00:28
Marginal Likelihood in Python and PyMC3, based on the paper reading of "A Tutorial on Bridge Sampling"
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