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  "Title": "Statistical Learning Based Estimation of Mutual Information",
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  "Description": "The implementation of the algorithm for estimation of\nmutual information and channel capacity from experimental data\nby classification procedures (logistic regression).\nTechnically, it allows to estimate information-theoretic\nmeasures between finite-state input and multivariate,\ncontinuous output. Method described in Jetka et al. (2019)\n<doi:10.1371/journal.pcbi.1007132>.",
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      "topics": [
        "capacity_logreg_main"
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      "title": "Data from experiment with NFkB pathway",
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      "page": "mi_logreg_algorithm",
      "title": "Main algorithm to calculate mutual information by SLEMI approach",
      "topics": [
        "mi_logreg_algorithm"
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      "page": "mi_logreg_main",
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      "topics": [
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    {
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      "filename": "vignette.html",
      "title": "Statistical Learning based Estimation of the Mutual Information (SLEMI) - R package",
      "author": "T. Jetka^[author and maintainer, please contact via t.jetka a t gmail.com], K. Nienałtowski, M. Komorowski",
      "engine": "knitr::rmarkdown",
      "headings": [
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        "Requirements - Hardware",
        "Requirements - Software",
        "Installation",
        "Citing and support",
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        "Formulation of the problem",
        "Input data",
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