junpenglao
/ Marginal Likelihood in Python.ipynb
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February 9, 2024 13:19
Marginal Likelihood in Python and PyMC3, based on the paper reading of "A Tutorial on Bridge Sampling"
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junpenglao
/ fastest-em-estimation-for-gmm-in-python.ipynb
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November 1, 2023 17:39
Fastest EM estimation for GMM in python.ipynb
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junpenglao
/ GP_non-Gaussian-likelihood.ipynb
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March 27, 2023 10:59
Gaussian Process with PyMC3 and GPflow with non-Gaussian likelihood
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junpenglao
/ Bayesian_Mixture_PyMC3.ipynb
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July 16, 2022 20:57
Identifying Bayesian Mixture Models in PyMC3 (port of Stan case study http://mc-stan.org/users/documentation/case-studies/identifying_mixture_models.html)
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junpenglao
/ effective-scan-and-while_loop-in-tf-and-jax-solutions.ipynb
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June 17, 2022 05:06
Effective Scan and While_loop in TF and JAX (Solutions).ipynb
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junpenglao
/ effective-scan-and-while_loop-in-tf-and-jax.ipynb
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June 17, 2022 05:05
Effective Scan and While_loop in TF and JAX.ipynb
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junpenglao
/ bayesian-time-series-analysis-with-tfp-on-jax-part-2.ipynb
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June 17, 2022 05:05
Bayesian Time Series Analysis with TFP on JAX (Part 2).ipynb
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junpenglao
/ bayesian-time-series-analysis-with-tfp-on-jax-part-1.ipynb
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June 17, 2022 05:05
Bayesian Time Series Analysis with TFP on JAX (Part 1).ipynb
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junpenglao
/ smooth breakpoint.ipynb
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June 17, 2022 18:57
https://stackoverflow.com/questions/49144144/convert-numpy-function-to-theano
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junpenglao
/ -pymcon-missing-value-handling.ipynb
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October 20, 2020 10:15
[pymcon] Missing value handling.ipynb
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