junpenglao
/ effective-scan-and-while_loop-in-tf-and-jax-solutions.ipynb
Created
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
Created
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
Created
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
Created
June 17, 2022 05:05
Bayesian Time Series Analysis with TFP on JAX (Part 1).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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junpenglao
/ theano-jax-test-drive.ipynb
Last active
November 10, 2020 07:46
theano-jax test drive.ipynb
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junpenglao
/ fastest-em-estimation-for-gmm-in-python.ipynb
Last active
November 1, 2023 17:39
Fastest EM estimation for GMM in python.ipynb
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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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