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166 search results found

Deep Learning Drizzle ⭐ 10,767

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Interviews.ai ⭐ 3,146

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.

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.

Bayesian Modelling In Python ⭐ 2,202

A python tutorial on bayesian modeling techniques (PyMC3)

Turing.jl ⭐ 1,925

Bayesian inference with probabilistic programming.

Pymc Resources ⭐ 1,838

PyMC educational resources

Gpflow ⭐ 1,783

Gaussian processes in TensorFlow

Orbit ⭐ 1,776

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Thinkbayes2 ⭐ 1,685

Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.

Pingouin ⭐ 1,462

Statistical package in Python based on Pandas

Pytorch Bayesiancnn ⭐ 1,181

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

RStan, the R interface to Stan

Covid19model ⭐ 914

Code for modelling estimated deaths and cases for COVID19.

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

Bayesian Stats Modelling Tutorial ⭐ 601

How to do Bayesian statistical modelling using numpy and PyMC3

Bayesian Analysis Recipes ⭐ 510

A collection of Bayesian data analysis recipes using PyMC3

Stats Maths With Python ⭐ 492

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

Soss.jl ⭐ 401

Probabilistic programming via source rewriting

Rethinking Numpyro ⭐ 385

Statistical Rethinking (2nd ed.) with NumPyro

Rstanarm ⭐ 371

rstanarm R package for Bayesian applied regression modeling

Bayesian Statistics ⭐ 310

This repository holds slides and code for a full Bayesian statistics graduate course.

Statsexpressions ⭐ 303

Tidy data frames and expressions with statistical summaries 📜

A probabilistic programming language

Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)

Bayesmadesimple ⭐ 282

Code for a tutorial on Bayesian Statistics by Allen Downey.

Dynamichmc.jl ⭐ 235

Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.

Rethinking Tensorflow Probability ⭐ 207

Statistical Rethinking (2nd Ed) with Tensorflow Probability

A Bayesian Analysis Toolkit in Julia

Shinystan ⭐ 181

shinystan R package and ShinyStan GUI

Bayesian Julia ⭐ 141

Bayesian Statistics using Julia and Turing

loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)

Paramonte ⭐ 112

ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.

Probflow ⭐ 108

A Python package for building Bayesian models with TensorFlow or PyTorch

Bayesiantools ⭐ 103

General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics

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

Bitesizebayes ⭐ 100

An introduction to Bayesian statistics using Python and (coming soon) R.

Rethinking Pyro ⭐ 90

Statistical Rethinking with PyTorch and Pyro

Bayes Toolbox ⭐ 88

An R package for Bayesian structural equation modeling

Business Analytics ⭐ 73

Data Analytics, Statistics, Visualization (R / Python)

Bayescog_wien ⭐ 70

Teaching materials for BayesCog at Faculty of Psychology, University of Vienna

Tilde.jl ⭐ 69

WIP successor to Soss.jl

{mvgam} R 📦 to fit Dynamic Bayesian Generalised Additive Models for time series analysis and forecasting

Transformvariables.jl ⭐ 64

Transformations to contrained variables from ℝⁿ.

Bayesian Basics ⭐ 61

🚫 ↩️ A document that introduces Bayesian data analysis.

Political Science Computational Laboratory

Turingglm.jl ⭐ 59

Bayesian Generalized Linear models using `@formula` syntax.

Bayesian Testing ⭐ 58

Bayesian A/B testing

Tools for an Aesara-based PPL.

Dirichletprocess ⭐ 53

Build dirichletprocess objects for data analysis

Conjugate_prior ⭐ 51

Implementation of the conjugate prior table for Bayesian Statistics

Bayesian spatial analysis

Bayesrules ⭐ 47

📦 R package for Supplemental Materials for the Bayes Rules! Book

Bayesforundergrads ⭐ 44

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

Rstantools ⭐ 44

Tools for Developing R Packages Interfacing with Stan

Learningbayes ⭐ 44

An introduction to Bayesian statistics

R package for Bayesian meta-analysis models, using Stan

Ebisu.js ⭐ 41

JavaScript port of Ebisu, the public-domain library for Bayesian quiz scheduling.

Flowtorch Old ⭐ 36

Separating Normalizing Flows code from Pyro and improving API

Hoff Bayesian Statistics ⭐ 36

R Markdown notes for Peter D. Hoff, "A First Course in Bayesian Statistical Methods"

Bayesf22.classes.andrewheiss.com ⭐ 35

📊 🌐 🧑‍🏫 Website for PhD-level independent readings course on Bayesian statistics with R and Stan, built with Quarto

Nautilus ⭐ 34

Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics

Bayesian Statistics Econometrics ⭐ 34

Bayesian Statistics-Econometrics

Deterministic algorithms for objective Bayesian inference and hyperparameter optimization

Cmdstan.jl ⭐ 32

CmdStan.jl v6 provides an alternative, older Julia wrapper to Stan's `cmdstan` executable. CmdStan will be deprecated in 2022.

Intro Stats ⭐ 31

Introductory Workshop to (Bayesian) Statistics

Lefty Longevity ⭐ 27

Use pandas and Bayesian statistics to see if the urban legend is true that lefties die earlier than righties.

Supernnova ⭐ 26

Open Source Photometric classification https://supernnova.readthedocs.io

Statistical Rethinking Solutions ⭐ 26

Solutions of practice problems from the Richard McElreath's "Statistical Rethinking" book.

Flowtorch ⭐ 25

Separating Normalizing Flows code from Pyro and improving API

Forecasting 🇫🇷 elections with Bayesian statistics 🥳

Scikit Stan ⭐ 24

A high-level Bayesian analysis API written in Python

Conditional Associative Logic Memory

Decision_analysis_course ⭐ 23

🎓 Uni-Bonn Decision Analysis graduate course, lectures and materials

A straightforward Bayesian data fitting library

Blangsdk ⭐ 22

Blang's software development kit

Rhat_ess ⭐ 22

Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC

Mcmcdiagnostics.jl ⭐ 22

Markov Chain Monte Carlo convergence diagnostics in Julia

Turing Workshop ⭐ 21

Workshop of Bayesian Statistics using Julia and Turing

Bayesian_workshop ⭐ 21

Material for a Bayesian statistics workshop

StatSim. Bayesian inference and statistical simulations in the browser

Instantiate ⭐ 20

Pre-compiled CmdStan models in R packages

Posteriorplots.jl ⭐ 20

Graphical tools for Bayesian inference and posterior predictive checks.

Bayesianbandits ⭐ 19

A Pythonic microframework for multi-armed bandit problems

Optimisation Python ⭐ 18

A set of notebooks related to convex optimization, variational inference and numerical methods for signal processing, machine learning, deep learning, graph analysis, bayesian programming, statistics or astronomy.

Naro_toukei ⭐ 17

農研機構統計研修「ベイズ統計モデリングとMCMC」

Minimal A/B Testing Library in PHP

Rethinking2 ⭐ 16

R package to fit statistical models to repeated categorical rating data using Stan

Workshops ⭐ 16

Description of workshops and handouts

Tutorials ⭐ 16

Underlying code for the online stats training website.

A batteries-included template for Bayesian data analysis projects

Algebraicinference.jl ⭐ 16

Bayesian inference on wiring diagrams.

Thunderbayesr ⭐ 15

An R Package for Bayesian Nonparametric Clustering. We plan to implement several models.

Bayesian Intro ⭐ 15

Introduction to Bayesian statistics

Madr_rstanarm ⭐ 15

Slides and materials for my talk to the Madison R Users Group (September 21st, 2016)

Probability_and_statistics ⭐ 14

Course materials for PROBABILITY AND STATISTICS A/B

Landmark_detection_robot_tracking_slam ⭐ 14

Simultaneous Localization and Mapping(SLAM) also gives you a way to track the location of a robot in the world in real-time and identify the locations of landmarks such as buildings, trees, rocks, and other world features.

1-100 of 166 search results

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