Topic: bayesian-statistics Goto Github

👇 Here are 792 public repositories matching this topic...

allendowney / thinkbayes2
bayesian-statistics,Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
User: allendowney
Home Page: http://allendowney.github.io/ThinkBayes2/
jupyter python bayes bayesian-statistics

arviz-devs / preliz
bayesian-statistics,A tool-box for prior elicitation.
Organization: arviz-devs
Home Page: https://preliz.readthedocs.io
bayesian-data-analysis bayesian-statistics prior-distribution prior-elicitation probability-distribution statistics

bambinos / bambi
bayesian-statistics,BAyesian Model-Building Interface (Bambi) in Python.
Organization: bambinos
Home Page: https://bambinos.github.io/bambi/
bayesian-inference python regression-models statistical-analysis bayesian-statistics statistical-modeling

bat / bat.jl
bayesian-statistics,A Bayesian Analysis Toolkit in Julia
Organization: bat
julia statistics bayesian-inference bayesian-statistics mcmc machine-learning prior posterior

bayesianbandits / bayesianbandits
bayesian-statistics,A Pythonic microframework for multi-armed bandit problems
Organization: bayesianbandits
multi-armed-bandits reinforcement-learning bayesian-statistics

boltzmannentropy / interviews.ai
bayesian-statistics,It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
User: boltzmannentropy
artificial-intelligence autograd bayesian-statistics convolutional-neural-networks data-science deep-learning ensemble-learning feature-extraction graduate-school information-theory interview-preparation jax jobs logistic-regression loss-functions machine-learning python pytorch pytorch-tutorial

brendanhasz / probflow
bayesian-statistics,A Python package for building Bayesian models with TensorFlow or PyTorch
User: brendanhasz
Home Page: http://probflow.readthedocs.io
machine-learning data-science python tensorflow statistics bayesian-inference bayesian-statistics bayesian-methods bayesian-neural-networks pytorch

cdslaborg / paramonte
bayesian-statistics,ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.
Organization: cdslaborg
Home Page: https://www.cdslab.org/paramonte
monte-carlo markov-chain adaptive-learning bayesian-inference bayesian-statistics machine-learning machine-learning-algorithms machine-learning-library sampling c

cpfiffer / julia-bootcamp-2022
bayesian-statistics,
User: cpfiffer
autodiff bayesian-statistics econometrics julia numerical-optimization statistics

cscherrer / soss.jl
bayesian-statistics,Probabilistic programming via source rewriting
User: cscherrer
Home Page: https://cscherrer.github.io/Soss.jl/stable/
julia julia-language julia-library probabilistic-programming bayesian-inference bayesian-statistics metaprogramming

cscherrer / tilde.jl
bayesian-statistics,WIP successor to Soss.jl
User: cscherrer
bayesian-inference bayesian-statistics probabilistic-programming julia-language statistics metaprogramming

ecmerkle / blavaan
bayesian-statistics,An R package for Bayesian structural equation modeling
User: ecmerkle
Home Page: https://ecmerkle.github.io/blavaan
structural-equation-modeling latent-variables factor-analysis growth-curve-models path-analysis multilevel-models multivariate-analysis psychometrics missing-data bayesian-statistics

ericmjl / bayesian-analysis-recipes
bayesian-statistics,A collection of Bayesian data analysis recipes using PyMC3
User: ericmjl
Home Page: https://ericmjl.github.io/bayesian-analysis-recipes
bayesian-inference bayesian bayesian-statistics bayesian-data-analysis bayesian-analysis bayesian-methods notebook treatment-groups neural-networks

ericmjl / bayesian-stats-modelling-tutorial
bayesian-statistics,How to do Bayesian statistical modelling using numpy and PyMC3
User: ericmjl
pymc bayesian bayesian-data-science bayesian-inference bayesian-statistics bayesian-data-analysis

fasiha / ebisu
bayesian-statistics,Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)
User: fasiha
Home Page: https://fasiha.github.io/ebisu
spaced-repetition bayesian-statistics statistical-methods recall-probabilities review probability-density quiz recall monte-carlo python

fehiepsi / rethinking-numpyro
bayesian-statistics,Statistical Rethinking (2nd ed.) with NumPyro
User: fehiepsi
Home Page: https://fehiepsi.github.io/rethinking-numpyro/
bayesian-statistics laplace-approximation markov-chain-monte-carlo causal-inference variational-inference python numpy

fehiepsi / rethinking-pyro
bayesian-statistics,Statistical Rethinking with PyTorch and Pyro
User: fehiepsi
Home Page: https://fehiepsi.github.io/rethinking-pyro/
bayesian-data-analysis bayesian-inference bayesian-statistics bayesian-methods

gerdm / prml
bayesian-statistics,Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
User: gerdm
machine-learning prml bayesian-statistics python pattern-recognition

gpflow / gpflow
bayesian-statistics,Gaussian processes in TensorFlow
Organization: gpflow
gaussian-processes tensorflow gpflow machine-learning variational-inference bayesian-statistics markov-chain-monte-carlo stochastic-processes deep-learning ml

hakaru-dev / hakaru
bayesian-statistics,A probabilistic programming language
Organization: hakaru-dev
haskell maple machine-learning bayesian-statistics probabilistic-programming

hyosubkim / bayes-toolbox
bayesian-statistics,bayes-toolbox
User: hyosubkim
Home Page: https://hyosubkim.github.io/bayes-toolbox/
bayesian-inference bayesian-statistics kruschke probabilistic-programming python statistics

imperialcollegelondon / covid19model
bayesian-statistics,Code for modelling estimated deaths and cases for COVID19.
Organization: imperialcollegelondon
covid-19 bayesian-statistics renewal-process branching-process intervention-study probabilistic-models statistical-models statistical-inference statistical-computing

indrajeetpatil / statsexpressions
bayesian-statistics,Tidy data frames and expressions with statistical summaries 📜
User: indrajeetpatil
Home Page: https://indrajeetpatil.github.io/statsExpressions/
statistical-tests statistical-details meta-analysis contingency-table robust correlation parametric bayesian-inference bayesian-statistics robust-statistics

jayelm / hoff-bayesian-statistics
bayesian-statistics,R Markdown notes for Peter D. Hoff, "A First Course in Bayesian Statistical Methods"
User: jayelm
rmarkdown bayesian-statistics

kmario23 / deep-learning-drizzle
bayesian-statistics,Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
User: kmario23
Home Page: https://deep-learning-drizzle.github.io
machine-learning deep-learning deep-neural-networks pattern-recognition computer-vision optimization visual-recognition reinforcement-learning deep-reinforcement-learning natural-language-processing artificial-neural-networks artificial-intelligence-algorithms probabilistic-graphical-models bayesian-statistics speech-recognition graph-neural-networks medical-imaging geometric-deep-learning explainable-ai probability

ksachdeva / rethinking-tensorflow-probability
bayesian-statistics,Statistical Rethinking (2nd Ed) with Tensorflow Probability
User: ksachdeva
Home Page: https://ksachdeva.github.io/rethinking-tensorflow-probability/
tensorflow tensorflow-probability bayesian-inference bayesian-statistics statistical-rethinking tutorials markov-chain-monte-carlo variational-inference

kumar-shridhar / pytorch-bayesiancnn
bayesian-statistics,Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
User: kumar-shridhar
convolutional-neural-networks bayesian-network bayesian-convnets bayes-by-backprop pytorch python pytorch-cnn bayesian-neural-networks bayesian-deep-learning bayesian-inference

lawmurray / birch
bayesian-statistics,A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.
User: lawmurray
Home Page: https://birch.sh
autodiff bayesian bayesian-inference bayesian-methods bayesian-statistics data-science machine-learning machine-learning-algorithms machine-learning-projects monte-carlo-methods monte-carlo-sampling probabilistic-programming-languages statistics

lei-zhang / bayescog_wien
bayesian-statistics,Teaching materials for BayesCog at Faculty of Psychology, University of Vienna
User: lei-zhang
Home Page: https://github.com/lei-zhang/BayesCog_Wien
stan bayesian-statistics computational-modeling

m-clark / bayesian-basics
bayesian-statistics,:no_entry_sign: :leftwards_arrow_with_hook: A document that introduces Bayesian data analysis.
User: m-clark
Home Page: https://m-clark.github.io/bayesian-basics/
bayesian-inference bayesian-methods stan rstan r bayesian-statistics bayesian mcmc hamiltonian-monte-carlo gibbs

markdregan / bayesian-modelling-in-python
bayesian-statistics,A python tutorial on bayesian modeling techniques (PyMC3)
User: markdregan
bayesian-statistics pymc python tutorial

matt52 / bayesian-testing
bayesian-statistics,Bayesian A/B testing
User: matt52
ab-testing bayes bayesian-statistics probability python

mm909 / kaggle-autism
bayesian-statistics,Detecting Autism Spectrum Disorder in Children With Computer Vision - Adapting facial recognition models to detect Autism Spectrum Disorder
User: mm909
Home Page: https://towardsdatascience.com/detecting-autism-spectrum-disorder-in-children-with-computer-vision-8abd7fc9b40a
transfer-learning autism autism-spectrum-disorder cnn binary-classification bayesian-statistics bayes children face-recognition keras

nicholasjclark / mvgam
bayesian-statistics,{mvgam} R 📦 to fit Dynamic Bayesian Generalized Additive Models for time series analysis and forecasting
User: nicholasjclark
Home Page: https://nicholasjclark.github.io/mvgam/
bayesian-statistics ecological-modelling forecasting generalised-additive-models multivariate-timeseries rstats timeseries dynamic-factor-models gaussian-process jags

pymc-devs / pymc-resources
bayesian-statistics,PyMC educational resources
Organization: pymc-devs
bayesian-inference bayesian-statistics data-science data-analysis

raphaelvallat / pingouin
bayesian-statistics,Statistical package in Python based on Pandas
User: raphaelvallat
Home Page: https://pingouin-stats.org/
pandas statistics anova effect-size multiple-comparisons cohens-d bayesian-statistics ttest correlations circular-statistics

ryota-kawamura / mathematics-for-machine-learning-and-data-science-specialization
bayesian-statistics,Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability.
User: ryota-kawamura
Home Page: https://www.deeplearning.ai/courses/mathematics-for-machine-learning-and-data-science-specialization/
bayesian-statistics calculus determinants eigenvalues-and-eigenvectors gradient-descent linear-algebra linear-equation linear-regression machine-learning mathematical-optimization mathematics probability

stan-dev / loo
bayesian-statistics,loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
Organization: stan-dev
Home Page: https://mc-stan.org/loo
cross-validation stan r-package bayesian-data-analysis information-criterion bayesian-methods model-comparison bayesian bayesian-inference bayesian-statistics

stan-dev / rstan
bayesian-statistics,RStan, the R interface to Stan
Organization: stan-dev
Home Page: https://mc-stan.org
stan mcmc bayesian-inference bayesian-data-analysis bayesian-statistics r r-package

stan-dev / rstanarm
bayesian-statistics,rstanarm R package for Bayesian applied regression modeling
Organization: stan-dev
Home Page: https://mc-stan.org/rstanarm
stan multilevel-models r-package bayesian bayesian-inference bayesian-methods bayesian-statistics bayesian-data-analysis statistical-modeling r

stan-dev / shinystan
bayesian-statistics,shinystan R package and ShinyStan GUI
Organization: stan-dev
Home Page: https://mc-stan.org/shinystan
stan mcmc r-package statistical-graphics shiny-apps r bayesian bayesian-statistics bayesian-inference bayesian-data-analysis

stan-dev / stan
bayesian-statistics,Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
Organization: stan-dev
Home Page: https://mc-stan.org
stan bayesian-inference bayesian bayesian-methods bayesian-statistics bayesian-data-analysis

storopoli / bayesian-julia
bayesian-statistics,Bayesian Statistics using Julia and Turing
User: storopoli
Home Page: https://storopoli.github.io/Bayesian-Julia
julia bayesian-statistics turing tutorials

storopoli / bayesian-statistics
bayesian-statistics,This repository holds slides and code for a full Bayesian statistics graduate course.
User: storopoli
bayesian bayesian-statistics course julia probabilistic-programming probability stan turing

tirthajyoti / stats-maths-with-python
bayesian-statistics,General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
User: tirthajyoti
statistics python numpy pandas numerical-analysis analytics machine-learning bayesian-statistics inferential-statistics statsmodels

tpapp / dynamichmc.jl
bayesian-statistics,Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
User: tpapp
julia-language hybrid-monte-carlo bayesian-inference bayesian-methods bayesian hamiltonian-monte-carlo julia bayesian-statistics

turinglang / turing.jl
bayesian-statistics,Bayesian inference with probabilistic programming.
Organization: turinglang
Home Page: https://turinglang.org
machine-learning probabilistic-programming julia-language artificial-intelligence bayesian-inference hamiltonian-monte-carlo turing bayesian-statistics mcmc hmc

turinglang / turingglm.jl
bayesian-statistics,Bayesian Generalized Linear models using `@formula` syntax.
Organization: turinglang
Home Page: https://turinglang.org/TuringGLM.jl/dev
julia-language bayesian-inference bayesian-statistics mcmc hmc turing

uber / orbit
bayesian-statistics,A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Organization: uber
Home Page: https://orbit-ml.readthedocs.io/en/stable/
python forecasting bayesian exponential-smoothing pyro stan pystan probabilistic-programming probabilistic forecast

weijie-chen / bayesian-statistics-econometrics
bayesian-statistics,Bayesian Statistics-Econometrics
User: weijie-chen
bayesian-inference bayesian-methods bayesian-statistics econometrics statistics