pymc

Here are 26 public repositories matching this topic...

CamDavidsonPilon / Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

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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 ;)

data-science statistics jupyter-notebook bayesian-methods pymc mathematical-analysis

Updated Sep 7, 2022
Jupyter Notebook

markdregan / Bayesian-Modelling-in-Python

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A python tutorial on bayesian modeling techniques (PyMC3)

python tutorial pymc bayesian-statistics

Updated Apr 29, 2017
Jupyter Notebook

aloctavodia / Statistical-Rethinking-with-Python-and-PyMC3

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Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

python data-science statistics pymc bayesian-data-analysis

Updated Jun 15, 2020
Jupyter Notebook

ericmjl / bayesian-stats-modelling-tutorial

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How to do Bayesian statistical modelling using numpy and PyMC3

pymc bayesian bayesian-inference bayesian-data-analysis bayesian-statistics bayesian-data-science

Updated Jul 11, 2022
Jupyter Notebook

py-mine / PyMine-Server

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A fast and easy to use, moddable, Python based Minecraft server!

Updated Jun 11, 2022
Python

pymc-devs / symbolic-pymc

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Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.

theano tensorflow minikanren pymc probabilistic-programming bayesian symbolic-computation symbolic-math relational-programming

Updated Sep 1, 2020
Python

ericmjl / flu-sequence-predictor

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An experimental deep learning & genotype network-based system for predicting new influenza protein sequences.

flask deep-learning bokeh pymc protein-sequences influenza gaussian-processes flu vaccine variational-autoencoders flu-forecaster influenza-protein-sequences

Updated Feb 20, 2021
Jupyter Notebook

pymc-devs / pymc-data-umbrella

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Website: Data Umbrella & PyMC open source sessions

python opensource datascience pymc probabilistic-programming bayesian sprint

Updated Sep 7, 2022
Jupyter Notebook

ExcelsiorCJH / Bayesian-with-Python

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프로그래머를 위한 베이지안 with 파이썬

python bayesian-methods pymc bayesian bayesian-inference

Updated May 25, 2018
Jupyter Notebook

Haoen-Cui / baker-bayesian-analysis-in-docker

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Baker Project: Dockerfile for Bayesian Analysis

docker pymc rstan stan bugs pymc3 jags openbugs

Updated Dec 31, 2019
Dockerfile

petrushev / statistical-rethinking

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Solutions to some of the problems in "Statistical Rethinking"

python learning statistics ipynb pymc pymc3 bayesian-statistics

Updated Nov 10, 2020
Jupyter Notebook

py-mine / PyMine-Server-example-plugin

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An example plugin for the PyMine-Server plugin system

plugin minecraft example pymc example-plugin pymine pymine-plugin pymine-server

Updated Mar 9, 2021
Python

GarrettMooney / pymc3_robust_regression

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Robust Linear Regression with PyMC3

python linear-regression pymc bayesian mcmc pymc3 bayesian-statistics robust-linear-regression

Updated Sep 25, 2017
Jupyter Notebook

mathigatti / EmotionsInferenceWithMicrosoftBand

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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

microsoft pymc bayesian-inference microsoft-band-2 pymc3 physiological-signals microsoft-band emotion-recognition physiological-data sshelper