Publications by BayesianN
tidymodels_revisited
class: title-slide, center .pull-left[ # An introduction to the `tidymodels` package ## Bongani Ncube, University Of Zimbabwe ### Data Science Hangout ### May 19th, 2024 ] .pull-right[ <br> <br> <div class="row"> <div class="row"> <img src="https://raw.githubusercontent.com/rstudio/hex-stickers/master/SVG/tidymodels.svg" width...
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Feature based graph pruning for improved forecast reconciliation 3rd July 2024 @ ISF 2024 Mitchell O’Hara-Wild, Monash University Supervised by Rob Hyndman and George Athanasopoulos Useful links social.mitchelloharawild.com slides.mitchelloharawild.com/pruning-graphs mitchelloharawild/talk-pruning-graphs Reconciliation recap Reconciliati...
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Document
Course biodiversity dynamics Welcome to the course collection we have developed at our Department. Below you will find the compilation of our courses. These are hosted within one repository, so that data can be shared between the single course blocks The course has a strong focus on ecological data analysis and modelling, especially spatio-temp...
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sample quarto
Untitled Quarto Quarto enables you to weave together content and executable code into a finished document. To learn more about Quarto see https://quarto.org. Running Code When you click the Render button a document will be generated that includes both content and the output of embedded code. You can embed code like this: 1 + 1 [1] 2 You can ad...
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Explainable machine learning with DALEX : Factors affecting high blood pressure.
Factors affecting blood pressure machine learning classification data visualization Data visualization plays an important role when evaluating the performance of machine learning models. In this post, we demonstrate how to use the DALEX package for visualizing machine learning models effectively. Visualizations with DALEX can facilitate the compa...
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Tutorial on explainable machine learning with DALEX : Public health
Factors affecting blood pressure machine learning classification data visualization Data visualization plays an important role when evaluating the performance of machine learning models. In this post, we demonstrate how to use the DALEX package for visualizing machine learning models effectively. Visualizations with DALEX can facilitate the compa...
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Explainable machine Learning with DALEX : Public Health
Factors affecting blood pressure machine learning classification data visualization Data visualization plays an important role when evaluating the performance of machine learning models. In this post, we demonstrate how to use the DALEX package for visualizing machine learning models effectively. Visualizations with DALEX can facilitate the compa...
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Turkey rearing
Turkey rearing A short project i did for a client. Contents library setup Demographics Exploration Type of Housing Breed Mortality causes Type of treatment Common diseases Problems related to feed library setup library(tidyverse) library(ggthemes) library(haven) library(gtsummary) my_data<-readxl::read_xlsx("Dissertation_Data.xlsx") view...
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Turkey rearing
Turkey rearing A short project i did for a client. Contents library setup Demographics Exploration Type of Housing Breed Mortality causes Type of treatment Common diseases Problems related to feed library setup library(tidyverse) library(ggthemes) library(haven) library(gtsummary) my_data<-readxl::read_xlsx("Dissertation_Data.xlsx") view...
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