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An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with irt
A curated list of projects in awesome lists tagged with irt .
https://github.com/m-clark/Miscellaneous-R-Code
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.
additive-models bayesian em factor-analysis gaussian-processes irt jags julia machine-learning matlab mixed-models mixture-model ordinal-regression pca probit python r stan survival-analysis zip
Last synced: 25 Oct 2024
https://github.com/m-clark/miscellaneous-r-code
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.
additive-models bayesian em factor-analysis gaussian-processes irt jags julia machine-learning matlab mixed-models mixture-model ordinal-regression pca probit python r stan survival-analysis zip
Last synced: 20 Dec 2024
https://github.com/douglasrizzo/catsim
Computerized Adaptive Testing Simulator
assessment cat computerized-adaptive-testing irt item-response-theory simulations
Last synced: 22 Dec 2024
https://github.com/philchalmers/mirtcat
Computerized Adaptive Testing with Multidimensional Item Response Theory
Last synced: 22 Dec 2024
https://github.com/m-clark/sem
:white_medium_small_square: <- :white_circle: Structural Equation Modeling from a broader context.
bayesian-nonparametric-models graphical-models growth-curves irt latent-variable-models lavaan mixture-model r sem structural-equation-modeling topic-modeling
Last synced: 29 Nov 2024
https://github.com/tmsalab/dina
Estimate the Deterministic Input, Noisy "And" Gate (DINA) cognitive diagnostic model parameters using the Gibbs sampler described by Culpepper (2015) <doi:10.3102/1076998615595403>.
armadillo bayesian gibbs-sampler irt item-response-theory psychometrics rcpp rcpparmadillo
Last synced: 16 Dec 2024
https://github.com/stupidpupil/kot
Kot is a basic toolkit for getting started with computerised adaptive testing (CAT) in Ruby.
computerized-adaptive-testing irt item-response-theory psychometrics
Last synced: 26 Oct 2024
https://github.com/juliapsychometricsbazaar/computeradaptivetesting.jl
Modular/extensible Julia library for Computer Adaptive Tests
computerized-adaptive-testing educational-technology irt item-response-theory julia
Last synced: 08 Nov 2024
https://github.com/salleuska/irt_nimble_code
Supplementary code to the paper "Computational methods for Bayesian semiparametric Item Response Theory models"
bayesian-inference bayesian-nonparametrics irt nimble
Last synced: 18 Nov 2024
https://github.com/argiopetech/irt
A Haskell library similar in functionality to the CAT portions of the `catIrt` R library
computerized-adaptive-testing haskell haskell-library irt item-response-theory
Last synced: 12 Oct 2024
https://github.com/sumny/sonic
Fast and Efficient Marginal Maximum Likelihood Estimation of Item Response Models.
Last synced: 22 Dec 2024
https://github.com/koukyosyumei/ml_from_scratch
implement machine learning models from scratch
causal-inference decision-tree golang irt item-response-theory latent-dirichlet-allocation lda machine-learning matrix-decomposition propensity-score random-forest stan variational-bayes
Last synced: 12 Nov 2024
https://github.com/jiewentsai/extendedrtirtmodeling.jl
Extended Response Time Item Response Models with Polya-Gamma Sampler and Bayesian Quantile Regression.
bayesian bayesian-statistics gibbs-sampler gibbs-sampling irt item-response-theory julia julia-language polyagamma quantile-regression response-time
Last synced: 11 Dec 2024
https://github.com/simeonhristov99/item_response_theory
Repository to hold my course project for the "Item Response Theory" elective discipline taken at FMI.
Last synced: 14 Nov 2024
