A talk on what probability distributions are, using Python
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An experiment: emcee implemented in JAX
PyCon 2020 Talk on "what probability distributions are"
A package of Python modules with functions useful to statisticians
Implementation of probabilistic programming and Bayesian algorithms in Python, based on C. David...
Maximum entropy and minimum divergence models in Python
A collection of analytics methods implemented with Python on Google Colab
PyMC Example Notebooks
A python tutorial on bayesian modeling techniques (PyMC3)
Bayesian Networks in Python
A python package for probabilistic function execution.
This Jupyter notebook demonstrates how to properly plot uncertainty (confidence) ellipses for 2D ...
General statistics, mathematical programming, and numerical/scientific computing scripts and note...
The basic distribution probability Tutorial for Deep Learning Researchers
A Python implementation of multivariate t-distributed random variables.
Basic utilities for Bayesian inference