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41 search results found

Measuretheory.jl ⭐ 377

"Distributions" that might not add to one.

ELFI - Engine for Likelihood-Free Inference

Pytensor ⭐ 201

PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

A resource list for causality in statistics, data science and physics

A Bayesian Analysis Toolkit in Julia

Statrethink_course_in_pymc3 ⭐ 119

Statistical Rethinking course in pymc3

Probflow ⭐ 108

A Python package for building Bayesian models with TensorFlow or PyTorch

Projpred ⭐ 106

Projection predictive variable selection

A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.

Bayesian Cognitive Modeling In Pymc3 ⭐ 90

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

Bayes Toolbox ⭐ 88

🐙 Generalized additive models in Python with a Bayesian twist

Tilde.jl ⭐ 69

WIP successor to Soss.jl

Matlabstan ⭐ 54

Matlab interface to Stan, a package for Bayesian inference

Pyautofit ⭐ 54

PyAutoFit: Classy Probabilistic Programming

Companion package for the Coursera Statistics with R specialization

Probabilistic question-asking system: the program asks, the users answer. The minimal goal of the program is to identify what the user needs (a target), even if the user is not aware of the existence of such a thing/product/service.

Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python

Bayesforundergrads ⭐ 44

Materials for a workshop on developing undergraduate classes on Bayesian statistics.

Bayesian Statistics Econometrics ⭐ 34

Bayesian Statistics-Econometrics

Astrostatistics_bicocca_2023 ⭐ 32

Astrostatistics and Machine Learning class for the MSc degree in Astrophysics at the University of Milan-Bicocca (Italy)

Intro Stats ⭐ 31

Introductory Workshop to (Bayesian) Statistics

Bayeshmm ⭐ 26

Full Bayesian Inference for Hidden Markov Models

Psci 3300 Political Science Research ⭐ 23

Course Content for PSCI 3300 Political Science Research Methods

Coverage tests to check the quality of your posterior estimators.

Functional Posterior Plotter

Mathepideeplearning ⭐ 15

Awesome-spatial-temporal-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included. Keep updating.

Statistics For Ecologists Master Courses ⭐ 15

The material for a course on Statistics for ecologists I teach every year to Master students.

Conjugate ⭐ 15

Bayesian Conjugate Models in Python

Generation of Synthetic Populations Library

Infer the gender of an individual based on their name.

A Bayesian model of series convergence using Gaussian sums

Twinflow ⭐ 10

This repository provides tools for developing Digital Twins on AWS and hybrid-computing environments.

Interstellar Magnetic Field Inference Engine, a modular open source framework for doing inference on generic parametric models of the Galaxy.

Pythonbrmltoolbox ⭐ 10

Python 3.7 version of David Barber's MATLAB BRMLtoolbox

Bayesian Statistics Project ⭐ 7

Project for the Bayesian Statistics exam at University of Trieste

Metric Gaussian Variational Inference

Hamiltonian Monte Carlo on the space of phylogenies

Bayesian Gene Heritability Analysis from GWAS summary statistics

Statmodeling ⭐ 5

Workshop Materials "Advanced Bayesian Statistical Modeling in R and Stan "

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