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61 search results found

Measuretheory.jl ⭐ 367

"Distributions" that might not add to one.

ELFI - Engine for Likelihood-Free Inference

A Bayesian Analysis Toolkit in Julia

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

Statrethink_course_in_pymc3 ⭐ 119

Statistical Rethinking course in pymc3

Glmm In Python ⭐ 114

Generalized linear mixed-effect model in Python

Probflow ⭐ 108

A Python package for building Bayesian models with TensorFlow or PyTorch

Projpred ⭐ 103

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 ⭐ 78

Python Qinfer ⭐ 69

Library for Bayesian inference via sequential Monte Carlo for quantum parameter estimation.

Tilde.jl ⭐ 69

WIP successor to Soss.jl

🐙 Generalized additive models in Python with a Bayesian twist

Polychordlite ⭐ 65

Public version of PolyChord: See polychord.co.uk for PolyChordPro

Matlabstan ⭐ 54

Matlab interface to Stan, a package for Bayesian inference

Companion package for the Coursera Statistics with R specialization

Pyautofit ⭐ 49

PyAutoFit: Classy Probabilistic Programming

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

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

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.

Generation of Synthetic Populations Library

Infer the gender of an individual based on their name.

A Bayesian model of series convergence using Gaussian sums

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

Fast Bayesian Hidden Markov Model with Wavelet Compression

StatSim. Bayesian inference and statistical simulations in the browser

Bayesian Statistics Project ⭐ 7

Project for the Bayesian Statistics exam at University of Trieste

Shinybrms ⭐ 7

An R package providing a GUI ('shiny' app) for the R package 'brms'.

Metric Gaussian Variational Inference

Hamiltonian Monte Carlo on the space of phylogenies

Bayesian Gene Heritability Analysis from GWAS summary statistics

Diffusive Nested Sampling like you've never seen it before

Coverage tests to check the quality of your posterior estimators.

Astrostatistics_bicocca_2023 ⭐ 4

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

Em_bonds_diversification ⭐ 4

Analysing the diversification benefit of EM bonds in a global portfolio, as published in Towards Data Science on Medium.com

Thunderbayes.jl ⭐ 4

A Julia Package for Bayesian Nonparametric Analysis for Machine Learning

Statmodeling ⭐ 3

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

Modeling epidemic using bayesian Bayesian inference and SEIR+ model

Sklearn Glmm ⭐ 3

scikit-learn wrapper for generalized linear mixed model methods in R

Library for Bayesian machine learning

Probabilistic Programming And Bayesian Methods For Hackers In Julia ⭐ 3

Probabilistic Programming and Bayesian Methods for Hackers - Julia language

An R package for Bayesian estimation of finite mixture distributions.

Sequential Monte Carlo methods in Julia (experimental)

R package to automagically compute Jeffrey's Approximate Bayes factors

An easy-to-use and extendable Python library packaging together novel MCMC sampling algorithms.

Applied Statistics Reading Group ⭐ 2

Notes, references, codes, and everything in between for a reading group on application of advanced statistics.

Bayesian linear model in R

Indirectlikelihood.jl ⭐ 2

Framework for indirect likelihood estimation.

Replication materials for "The Relational Bases of Informal Financial Cooperation" (Simpson, In Prep.)

Princetonstatsseminar ⭐ 2

Supplementary material for my lecture on 6 Feb.

Emergence ⭐ 2

Rational arbitration between statistics and rules in human sequence learning ▽👈🏼🧠

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