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bayesianinference
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statistics
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61 search results found
Measuretheory.jl
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367
"Distributions" that might not add to one.
Elfi
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247
ELFI  Engine for LikelihoodFree Inference
Bat.jl
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165
A Bayesian Analysis Toolkit in Julia
Looper
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156
A resource list for causality in statistics, data science and physics
Statrethink_course_in_pymc3
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119
Statistical Rethinking course in pymc3
Glmm In Python
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114
Generalized linear mixedeffect model in Python
Probflow
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108
A Python package for building Bayesian models with TensorFlow or PyTorch
Projpred
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103
Projection predictive variable selection
Birch
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96
A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.
Bayesian Cognitive Modeling In Pymc3
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90
PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling  A Pratical Course
Bayes Toolbox
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78
bayestoolbox
Python Qinfer
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69
Library for Bayesian inference via sequential Monte Carlo for quantum parameter estimation.
Tilde.jl
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69
WIP successor to Soss.jl
Gammy
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68
🐙 Generalized additive models in Python with a Bayesian twist
Book
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67
Polychordlite
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65
Public version of PolyChord: See polychord.co.uk for PolyChordPro
Matlabstan
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54
Matlab interface to Stan, a package for Bayesian inference
Statsr
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49
Companion package for the Coursera Statistics with R specialization
Pyautofit
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49
PyAutoFit: Classy Probabilistic Programming
Probqa
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46
Probabilistic questionasking 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.
Bdapy
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45
Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python
Bayesforundergrads
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44
Materials for a workshop on developing undergraduate classes on Bayesian statistics.
Bayesian Statistics Econometrics
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34
Bayesian StatisticsEconometrics
Intro Stats
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31
Introductory Workshop to (Bayesian) Statistics
Bayeshmm
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26
Full Bayesian Inference for Hidden Markov Models
Psci 3300 Political Science Research
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23
Course Content for PSCI 3300 Political Science Research Methods
Fgivenx
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16
Functional Posterior Plotter
Mathepideeplearning
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15
Awesomespatialtemporaldataminingpackages. 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
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15
The material for a course on Statistics for ecologists I teach every year to Master students.
Genstar
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14
Generation of Synthetic Populations Library
Lingo
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13
Infer the gender of an individual based on their name.
Gsum
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11
A Bayesian model of series convergence using Gaussian sums
Imagine
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10
Interstellar Magnetic Field Inference Engine, a modular open source framework for doing inference on generic parametric models of the Galaxy.
Pythonbrmltoolbox
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10
Python 3.7 version of David Barber's MATLAB BRMLtoolbox
Hammlet
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10
Fast Bayesian Hidden Markov Model with Wavelet Compression
App
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8
StatSim. Bayesian inference and statistical simulations in the browser
Bayesian Statistics Project
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7
Project for the Bayesian Statistics exam at University of Trieste
Shinybrms
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7
An R package providing a GUI ('shiny' app) for the R package 'brms'.
Mgvi.jl
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6
Metric Gaussian Variational Inference
Phylohmc
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6
Hamiltonian Monte Carlo on the space of phylogenies
Baghera
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6
Bayesian Gene Heritability Analysis from GWAS summary statistics
Dnest5
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5
Diffusive Nested Sampling like you've never seen it before
Tarp
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5
Coverage tests to check the quality of your posterior estimators.
Astrostatistics_bicocca_2023
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4
Astrostatistics and Machine Learning class for the MSc degree in Astrophysics at the University of MilanBicocca (Italy)
Em_bonds_diversification
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4
Analysing the diversification benefit of EM bonds in a global portfolio, as published in Towards Data Science on Medium.com
Thunderbayes.jl
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4
A Julia Package for Bayesian Nonparametric Analysis for Machine Learning
Statmodeling
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3
Workshop Materials "Advanced Bayesian Statistical Modeling in R and Stan "
Pi
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3
Modeling epidemic using bayesian Bayesian inference and SEIR+ model
Sklearn Glmm
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3
scikitlearn wrapper for generalized linear mixed model methods in R
Bayesml
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3
Library for Bayesian machine learning
Probabilistic Programming And Bayesian Methods For Hackers In Julia
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3
Probabilistic Programming and Bayesian Methods for Hackers  Julia language
Finmix
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3
An R package for Bayesian estimation of finite mixture distributions.
Smc.jl
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3
Sequential Monte Carlo methods in Julia (experimental)
Jab
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2
R package to automagically compute Jeffrey's Approximate Bayes factors
Racecar
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2
An easytouse and extendable Python library packaging together novel MCMC sampling algorithms.
Applied Statistics Reading Group
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2
Notes, references, codes, and everything in between for a reading group on application of advanced statistics.
Blmr
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2
Bayesian linear model in R
Indirectlikelihood.jl
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2
Framework for indirect likelihood estimation.
Money
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2
Replication materials for "The Relational Bases of Informal Financial Cooperation" (Simpson, In Prep.)
Princetonstatsseminar
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2
Supplementary material for my lecture on 6 Feb.
Emergence
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2
Rational arbitration between statistics and rules in human sequence learning ▽👈🏼🧠
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