pymc
There are 87 repositories under pymc topic.
CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
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 ;)
markdregan/Bayesian-Modelling-in-Python
A python tutorial on bayesian modeling techniques (PyMC3)
pymc-labs/CausalPy
A Python package for causal inference in quasi-experimental settings
aloctavodia/Statistical-Rethinking-with-Python-and-PyMC3
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
ericmjl/bayesian-stats-modelling-tutorial
How to do Bayesian statistical modelling using numpy and PyMC3
py-mine/PyMine-Server
A fast and easy to use, moddable, Python based Minecraft server!
pymc-devs/sunode
Solve ODEs fast, with support for PyMC
pymc-devs/symbolic-pymc
Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
ericmjl/flu-sequence-predictor
An experimental deep learning & genotype network-based system for predicting new influenza protein sequences.
JuBiotech/calibr8
Toolbox for non-linear calibration modeling.
pymc-devs/pymc-data-umbrella
Website: Data Umbrella & PyMC open source sessions
ExcelsiorCJH/Bayesian-with-Python
프로그래머를 위한 베이지안 with 파이썬
JBris/model-calibration-evaluation
Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference
AlexAndorra/advanced-gp-pydata
Mastering Gaussian Processes with PyMC
n-kall/priorDB
PriorDB aims to make choosing a prior for a Bayesian model easier
Haoen-Cui/baker-bayesian-analysis-in-docker
Baker Project: Dockerfile for Bayesian Analysis
petrushev/statistical-rethinking
Solutions to some of the problems in "Statistical Rethinking"
symeneses/SBM
Scalable Bayesian Modelling: A comparison
JBris/synthetic-control-pymc
Tutorials for the synthetic control method for causal inference using PyMC
mathigatti/EmotionsInferenceWithMicrosoftBand
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
michaelosthege/pytensor-federated
Distributed differentiable graph computation using PyTensor
matsunagalab/lecture_ML
Google colab notebooks used in a lecture on machine learning
OriolAbril/sphinx-primer
A sphinx primer for ArviZ and PyMC contributors
py-mine/PyMine-Server-example-plugin
An example plugin for the PyMine-Server plugin system
cohensimpson/money
Replication materials for "The Relational Bases of Informal Financial Cooperation" (Simpson, In Prep.)
GarrettMooney/pymc3_robust_regression
Robust Linear Regression with PyMC3
JBris/bayes-growth-bdd
Demonstrating the use of behavior-driven development (BDD) to Bayesian growth models for assumption tracking.
JBris/pymc-horseshoe
Horseshoe regression model fitted in PyMC.
JBris/pymc-mlflow-deployment
Testing deployment of PyMC models using MLFlow and BentoML.
Nuclear-Verification-and-Disarmament/bicyclus
Bicyclus, a Bayesian Inference module for Cyclus
april-tools/bayesian-hrv
Code for paper "A Bayesian analysis of heart rate variability changes over acute episodes of bipolar disorder".
JBris/pymc_ode
Going through the tutorials for integrating PyMC with ODEs
jhrcook/tumoroscope-pymc
Python package of the 'Tumoroscope' model implemented in PyMC.
tjhunter/levy-stable-jax
Lévy's alpha-stable distribution for the Jax numerical framework
hfepbook1/bayesian-sports-analytics
Streamlit app that applies Bayesian modelling to sports data — live win-probability curves, player impact estimates, and predictive simulations.
williambdean/pymc-marimo-example
Example using PyMC in marimo notebooks