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64 public repositories
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aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Updated
Jun 25, 2024
Jupyter Notebook
A python tutorial on bayesian modeling techniques (PyMC3)
Updated
Apr 29, 2017
Jupyter Notebook
A Python package for causal inference in quasi-experimental settings
Updated
Aug 19, 2024
Python
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Updated
Jun 15, 2020
Jupyter Notebook
How to do Bayesian statistical modelling using numpy and PyMC3
Updated
Jul 11, 2022
Jupyter Notebook
A fast and easy to use, moddable, Python based Minecraft server!
Updated
Dec 13, 2022
Python
Solve ODEs fast, with support for PyMC
Updated
May 13, 2024
Jupyter Notebook
Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
Updated
Mar 20, 2024
Python
An experimental deep learning & genotype network-based system for predicting new influenza protein sequences.
Updated
Aug 23, 2023
Jupyter Notebook
Website: Data Umbrella & PyMC open source sessions
Updated
May 28, 2024
Jupyter Notebook
Toolbox for non-linear calibration modeling.
Updated
Aug 19, 2024
Jupyter Notebook
Updated
May 25, 2018
Jupyter Notebook
Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference
Updated
Feb 19, 2024
Python
Baker Project: Dockerfile for Bayesian Analysis
Updated
Dec 31, 2019
Dockerfile
Solutions to some of the problems in "Statistical Rethinking"
Updated
Nov 10, 2020
Jupyter Notebook
An example plugin for the PyMine-Server plugin system
Updated
Mar 9, 2021
Python
Scalable Bayesian Modelling: A comparison
Updated
Mar 28, 2023
Jupyter Notebook
Physiological signals recorded with a Microsoft Band 2 are processed and modeled with a basic bayesian model to infer exaltation and relaxation states of mind
Updated
Apr 15, 2018
Jupyter Notebook
A sphinx primer for ArviZ and PyMC contributors
Updated
Dec 8, 2022
Python
Distributed differentiable graph computation using PyTensor
Updated
Jun 18, 2024
Python
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