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lines changed Original file line number Diff line number Diff line change 11Package: BioDataScience3
2- Version: 2025.1 .0
2+ Version: 2025.3 .0
33Title: A Series of Learnr Documents for Biological Data Science 3
44Description: Interactive documents using learnr for studying biological data science (second course).
55Authors@R: c(
Original file line number Diff line number Diff line change 1+ # BioDataScience3 2025.3.0
2+
3+ - Revision of ** C03La_roc** and ** C03Lb_ml3** for 2025-2026.
4+
5+ # BioDataScience3 2025.2.0
6+
7+ - Revision of ** C02La_cv** and ** C02Lb_ml2** for 2025-2026.
8+
19# BioDataScience3 2025.1.0
210
311- Revision of ** C00La_refresh** , ** C01La_confusion** and ** C01Lb_ml1** for 2025-2026.
Original file line number Diff line number Diff line change @@ -15,6 +15,41 @@ runtime: shiny_prerendered
1515``` {r setup, include=FALSE}
1616BioDataScience3::learnr_setup()
1717SciViews::R("explore", "ml", lang = "fr")
18+ # Required for RSConnect
19+ # SciViews::R
20+ library(rlang)
21+ library(data.table)
22+ library(ggplot2)
23+ library(tibble)
24+ library(tidyr)
25+ library(dplyr)
26+ library(dtplyr)
27+ library(broom)
28+ library(forcats)
29+ library(collapse)
30+ library(fs)
31+ library(data.trame)
32+ library(svFast)
33+ library(svTidy)
34+ library(svMisc)
35+ library(svBase)
36+ library(svFlow)
37+ library(data.io)
38+ library(chart)
39+ library(tabularise)
40+ library(SciViews)
41+ # ... more
42+ library(readxl)
43+ library(testthat)
44+ library(equatags)
45+ # 'explore' and 'ml' packages
46+ library(exploreit)
47+ library(mlearning)
48+ library(ROCR)
49+ library(parsnip)
50+ library(recipes)
51+ library(rsample)
52+ library(BioDataScience3)
1853
1954# Import dataset
2055rice <- read("rice", package = "BioDataScience3", lang = "fr")
Original file line number Diff line number Diff line change @@ -15,6 +15,41 @@ runtime: shiny_prerendered
1515``` {r setup, include=FALSE}
1616BioDataScience3::learnr_setup()
1717SciViews::R("ml")
18+ # Required for RSConnect
19+ # SciViews::R
20+ library(rlang)
21+ library(data.table)
22+ library(ggplot2)
23+ library(tibble)
24+ library(tidyr)
25+ library(dplyr)
26+ library(dtplyr)
27+ library(broom)
28+ library(forcats)
29+ library(collapse)
30+ library(fs)
31+ library(data.trame)
32+ library(svFast)
33+ library(svTidy)
34+ library(svMisc)
35+ library(svBase)
36+ library(svFlow)
37+ library(data.io)
38+ library(chart)
39+ library(tabularise)
40+ library(SciViews)
41+ # ... more
42+ library(readxl)
43+ library(testthat)
44+ library(equatags)
45+ # 'explore' and 'ml' packages
46+ library(exploreit)
47+ library(mlearning)
48+ library(ROCR)
49+ library(parsnip)
50+ library(recipes)
51+ library(rsample)
52+ library(BioDataScience3)
1853
1954# Import dataset
2055pumpkins <- read("pumpkins", package = "BioDataScience3")
Original file line number Diff line number Diff line change @@ -15,6 +15,41 @@ runtime: shiny_prerendered
1515``` {r setup, include=FALSE}
1616BioDataScience3::learnr_setup()
1717SciViews::R("ml")
18+ # Required for RSConnect
19+ # SciViews::R
20+ library(rlang)
21+ library(data.table)
22+ library(ggplot2)
23+ library(tibble)
24+ library(tidyr)
25+ library(dplyr)
26+ library(dtplyr)
27+ library(broom)
28+ library(forcats)
29+ library(collapse)
30+ library(fs)
31+ library(data.trame)
32+ library(svFast)
33+ library(svTidy)
34+ library(svMisc)
35+ library(svBase)
36+ library(svFlow)
37+ library(data.io)
38+ library(chart)
39+ library(tabularise)
40+ library(SciViews)
41+ # ... more
42+ library(readxl)
43+ library(testthat)
44+ library(equatags)
45+ # 'explore' and 'ml' packages
46+ library(exploreit)
47+ library(mlearning)
48+ library(ROCR)
49+ library(parsnip)
50+ library(recipes)
51+ library(rsample)
52+ library(mlbench)
1853
1954# Importation des données
2055breast <- read("BreastCancer", package = "mlbench")
Original file line number Diff line number Diff line change @@ -15,6 +15,41 @@ runtime: shiny_prerendered
1515``` {r setup, include=FALSE}
1616BioDataScience3::learnr_setup()
1717SciViews::R("ml")
18+ # Required for RSConnect
19+ # SciViews::R
20+ library(rlang)
21+ library(data.table)
22+ library(ggplot2)
23+ library(tibble)
24+ library(tidyr)
25+ library(dplyr)
26+ library(dtplyr)
27+ library(broom)
28+ library(forcats)
29+ library(collapse)
30+ library(fs)
31+ library(data.trame)
32+ library(svFast)
33+ library(svTidy)
34+ library(svMisc)
35+ library(svBase)
36+ library(svFlow)
37+ library(data.io)
38+ library(chart)
39+ library(tabularise)
40+ library(SciViews)
41+ # ... more
42+ library(readxl)
43+ library(testthat)
44+ library(equatags)
45+ # 'explore' and 'ml' packages
46+ library(exploreit)
47+ library(mlearning)
48+ library(ROCR)
49+ library(parsnip)
50+ library(recipes)
51+ library(rsample)
52+ library(BioDataScience3)
1853
1954# Jeu de données
2055dermatology <- read("dermatology", package = "BioDataScience3")
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