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bayes-bridge

Bayesian sparse regression with regularized shrinkage and conjugate gradient acceleration

bayesbridge

Bayesian inference for bridge regression.

bayesian_stats_course

Notes and code from "Statistical Rethinking: A Bayesian Course with Examples in R and Stan"

bayeslogit

:exclamation: This is a read-only mirror of the CRAN R package repository. BayesLogit — Logistic Regression

bayeslogit-thesis

Fast, exact Bayesian inference for logistic likelihoods.

bda_course_aalto

Bayesian Data Analysis course at Aalto

bfrm

Bayesian Factor Regression Model (BFRM) techniques from West group at Duke - wrappers written to integrate as an R package to call platform-specific executable.

brlm_paper

bayesian restricted likelihood paper

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

clone-jwasham-coding-interview-university

cosx.org

统计之都主站

daft

Render some probabilistic graphical models using matplotlib

data

discrete_copula

ecdm

🚨[WIP]🚨Modeling framework for Exploratory Cognitive Diagnostic Models (ECDM)

emirt

emIRT: EM Algorithms for Estimating Item Response Theory Models

emjmcmc2016

Bayesian model configuration, selection and averaging in complex regression contexts

glmaspu

R package implementing an Adaptive test on high dimensional parameters in generalized linear models

hmcdm

R package for fitting hidden Markov cognitive diagnosis models for learning.

hmm-scalable

Command-line utility for fitting Hidden Markov Models at scale

hoff-bayesian-statistics

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

introduction-to-machine-learning

A document covering machine learning basics.

irt_params

Making sense of IRT in machine learning (Expermiments & Code)

ktm

Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing

latentregpp

Multidimensional Item Response Theory R Package with C++ multi-thread implementation

lctmtools

Latent Class Trajectory Models: An R Package

machine-learning-code-writing

Mathematical derivation and pure Python code implementation of machine learning algorithms.

machine-learning-codes

mcmc_diagnostics

R code for assessing diagnostics of Monte Carlo Markov Chains

mcmcstat

MCMC toolbox for Matlab