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statistics
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80 search results found
Pgmpy
⭐
2,551
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
Bayesian Modelling In Python
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2,202
A python tutorial on bayesian modeling techniques (PyMC3)
Imodels
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1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
Easystats
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987
🌌 The R easystats-project
Jasp Desktop
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709
JASP aims to be a complete statistical package for both Bayesian and Frequentist statistical methods, that is easy to use and familiar to users of SPSS
Statistical Rethinking With Python And Pymc3
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674
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Pydlm
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467
A python library for Bayesian time series modeling
Elfi
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259
ELFI - Engine for Likelihood-Free Inference
Bat.jl
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185
A Bayesian Analysis Toolkit in Julia
Bayeslearncourse
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133
Bayesian Learning course at Stockholm University
Statrethink_course_in_pymc3
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119
Statistical Rethinking course in pymc3
Statistical Rethinking
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114
An interactive online reading of McElreath's Statistical Rethinking
Nsci801 Quantneuro
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112
NSCI 801 (Queen's U) Quantitative Neuroscience course materials
Psycho.r
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110
An R package for experimental psychologists
Probflow
⭐
108
A Python package for building Bayesian models with TensorFlow or PyTorch
Projpred
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106
Projection predictive variable selection
Tidyposterior
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102
Bayesian comparisons of models using resampled statistics
Birch
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101
A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.
Data_sciences_campaign
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96
【数据科学家系列课程】
Bayesian Cognitive Modeling In Pymc3
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90
PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course
Business Analytics
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73
Data Analytics, Statistics, Visualization (R / Python)
Gammy
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71
🐙 Generalized additive models in Python with a Bayesian twist
Python Qinfer
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69
Library for Bayesian inference via sequential Monte Carlo for quantum parameter estimation.
Book
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67
Bayesdataanalysiswithpymc
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64
Python (PyMC) adaptation of the R code from "Doing Bayesian Data Analysis"
Statistics_notes
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61
Statistics, data analysis tutorials and learning resources
Stan Mode
⭐
60
Emacs mode for Stan.
Binary.com Interview Question
⭐
57
次元期权应征面试题范例。
Bces
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56
Python module for performing linear regression for data with measurement errors and intrinsic scatter
Matlabstan
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54
Matlab interface to Stan, a package for Bayesian inference
Judgyprophet
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51
Forecasting for knowable future events using Bayesian informative priors (forecasting with judgmental-adjustment).
Statsr
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49
Companion package for the Coursera Statistics with R specialization
Bdapy
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45
Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python
Learningbayes
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44
An introduction to Bayesian statistics
Bayesforundergrads
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44
Materials for a workshop on developing undergraduate classes on Bayesian statistics.
Stantargets
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42
Reproducible Bayesian data analysis pipelines with targets and cmdstanr
Stats Shortcourse
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41
The statistics short course is both a resource and survey of the areas of probability and statistics that are foundational for the data science immersive at Galvanize.
Bmlm
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41
Bayesian multilevel mediation models in R
Sparsebn
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37
Software for learning sparse Bayesian networks
Cmdstan.jl
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32
CmdStan.jl v6 provides an alternative, older Julia wrapper to Stan's `cmdstan` executable. CmdStan will be deprecated in 2022.
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
K9
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25
Self-Taught Data Science
Computational_statistics
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25
Course materials for Computational Statistics, PhD course at EMAp.
Simulatedneuralmoments.jl
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21
package for Bayesian and classical estimation and inference based on statistics that are filtered through a trained neural net
App
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20
StatSim. Bayesian inference and statistical simulations in the browser
Bayesian Intro
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15
Introduction to Bayesian statistics
Madr_rstanarm
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15
Slides and materials for my talk to the Madison R Users Group (September 21st, 2016)
Bayes_workshop
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14
Gsum
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12
A Bayesian model of series convergence using Gaussian sums
Targets Stan
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11
An example project to validate a Stan model in a targets pipeline
Ab Test Calculator
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11
AB test calculator run through Streamlit
Bayesabtest
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10
A simple to use AB testing framework that lets anyone perform bayesian data analysis
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
Suftware
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9
SUFTware: Statistics Using Field Theory
Machine Learning Lecture Notes
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9
Lecture notes and codes for machine learning
Jagstargets
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9
Reproducible Bayesian data analysis pipelines with targets and JAGS
Bmass
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9
R package for 'Bayesian multivariate analysis of summary statistics' (Stephens Lab)
Jfa
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8
jfa is an R package that provides statistical methods for auditing. Its functionality and intended workflow are implemented with a graphical user interface in the Audit module of JASP (https://jasp-stats.org), a free and open-source software program for statistical analyses.
Projects
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8
Files for the projects in the Coursera Statistics with R specialization.
Bayesian Synthetic Likelihood
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8
Code for the Bayesian Synthetic Likelihood paper by Price et al 2018 in the Journal of Computational and Graphical Statistics (volume 27, issue 1, pages 1-11)
Course_statistics
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7
Material related to an Introductory Statistics Course
Bayesian Statistics Project
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7
Project for the Bayesian Statistics exam at University of Trieste
Bayesian Statistics
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7
Course material for Bayesian and Modern Statistics, STA601, Duke University, Spring 2015.
Nested_fit
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7
Bayesian data analysis code for evidence and probability distribution calculation based on nested sampling algorithm
Shinybrms
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7
An R package providing a GUI ('shiny' app) for the R package 'brms'.
Fake Data For Learning
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7
Sample interesting fake data for machine and human learning
Goldilocks
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6
Implement Goldilocks Bayesian adaptive design for time-to-event outcomes using a piecewise exponential distribution.
Thesis
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6
my master's thesis
Machine Learning And Statistics Repos
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6
Useful list of Machine Learning And Statistics Repositories
Baghera
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6
Bayesian Gene Heritability Analysis from GWAS summary statistics
Stan Book
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6
Repository for book "Bayesian Statistics Using Stan", text files in Rmarkdown, plus example data, Stan models, and scripts
Winterconfhemavan2019
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6
Material for my 'Bayesian Machine Learning' lectures at the Winter Conference in Statistics, Hemavan, Sweden, March 11-14, 2019.
Bda3
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5
Tutorial on Bayesian Statistics using Bayesian Data Analysis 3 (Gelman et.at 2014)
Bayesian Stat Machine Learning
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5
"Bayesian Statistics & Machine Learning" Reading Group at Northwestern Statistics
Bayesian Duration Calculator
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5
https://engineering.wingify.com/posts/maths-behind
Statistical Rethinking Colearning 2022
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5
Statistical Rethinking colearning 2022
Pens And Abc
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5
Code for the paper "Partially Exchangeable Networks and Architectures for Learning Summary Statistics in Approximate Bayesian Computation"
Bayesian_hacking
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5
Bayesian Hacking with Python
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