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CRAN: Package SEMdeep

SEMdeep: Structural Equation Modeling with Deep Neural Network and Machine Learning

Training and validation of a custom (or data-driven) Structural Equation Models using layer-wise Deep Neural Networks or node-wise Machine Learning algorithms, which extend the fitting procedures of the 'SEMgraph' R package <doi:10.32614/CRAN.package.SEMgraph>.

Version: 1.0.0 Depends: SEMgraph (≥ 1.2.2), igraph (≥ 2.0.0), R (≥ 4.0) Imports: cito, corpcor, doSNOW, foreach, kernelshap, lavaan, glmnet, NeuralNetTools, nnet, progress, ranger, rpart, torch, xgboost Published: 2025-01-23 DOI: 10.32614/CRAN.package.SEMdeep Author: Mario Grassi [aut], Barbara Tarantino [cre] Maintainer: Barbara Tarantino <barbara.tarantino01 at universitadipavia.it> License: GPL (≥ 3) URL: https://github.com/BarbaraTarantino/SEMdeep NeedsCompilation: no Materials: README NEWS CRAN checks: SEMdeep results Documentation: Downloads: Linking:

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