JudeThaddeaus89 gordon-posit commited on
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Duplicate from posit/shiny-for-r-template

Browse files

Co-authored-by: Gordon Shotwell <gordon-posit@users.noreply.huggingface.co>

Files changed (6) hide show
  1. .gitattributes +34 -0
  2. .gitignore +1 -0
  3. Dockerfile +17 -0
  4. README.md +10 -0
  5. app.R +58 -0
  6. penguins.csv +345 -0
.gitattributes ADDED
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+ *.h5 filter=lfs diff=lfs merge=lfs -text
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+ *.joblib filter=lfs diff=lfs merge=lfs -text
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+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
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+ *.mlmodel filter=lfs diff=lfs merge=lfs -text
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+ *.npz filter=lfs diff=lfs merge=lfs -text
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+ *.onnx filter=lfs diff=lfs merge=lfs -text
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+ *.parquet filter=lfs diff=lfs merge=lfs -text
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+ *.pickle filter=lfs diff=lfs merge=lfs -text
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+ *.pkl filter=lfs diff=lfs merge=lfs -text
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+ *.pt filter=lfs diff=lfs merge=lfs -text
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+ *.pth filter=lfs diff=lfs merge=lfs -text
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+ *.rar filter=lfs diff=lfs merge=lfs -text
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+ *.safetensors filter=lfs diff=lfs merge=lfs -text
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ *.tflite filter=lfs diff=lfs merge=lfs -text
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+ *.xz filter=lfs diff=lfs merge=lfs -text
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+ *.zip filter=lfs diff=lfs merge=lfs -text
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+ *.zst filter=lfs diff=lfs merge=lfs -text
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
.gitignore ADDED
@@ -0,0 +1 @@
 
 
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+ .DS_Store
Dockerfile ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ FROM rocker/shiny-verse:latest
2
+
3
+ WORKDIR /code
4
+
5
+ # Install stable packages from CRAN
6
+ RUN install2.r --error \
7
+ ggExtra \
8
+ shiny
9
+
10
+ # Install development packages from GitHub
11
+ RUN installGithub.r \
12
+ rstudio/bslib \
13
+ rstudio/httpuv
14
+
15
+ COPY . .
16
+
17
+ CMD ["R", "--quiet", "-e", "shiny::runApp(host='0.0.0.0', port=7860)"]
README.md ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ title: Shiny for R template
3
+ emoji: 📚
4
+ colorFrom: blue
5
+ colorTo: yellow
6
+ sdk: docker
7
+ pinned: false
8
+ ---
9
+
10
+ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
app.R ADDED
@@ -0,0 +1,58 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ library(shiny)
2
+ library(bslib)
3
+ library(dplyr)
4
+ library(ggplot2)
5
+
6
+ df <- readr::read_csv("penguins.csv")
7
+ # Find subset of columns that are suitable for scatter plot
8
+ df_num <- df |> select(where(is.numeric), -Year)
9
+
10
+ ui <- page_sidebar(
11
+ theme = bs_theme(bootswatch = "minty"),
12
+ title = "Penguins explorer",
13
+ sidebar = sidebar(
14
+ varSelectInput("xvar", "X variable", df_num, selected = "Bill Length (mm)"),
15
+ varSelectInput("yvar", "Y variable", df_num, selected = "Bill Depth (mm)"),
16
+ checkboxGroupInput("species", "Filter by species",
17
+ choices = unique(df$Species), selected = unique(df$Species)
18
+ ),
19
+ hr(), # Add a horizontal rule
20
+ checkboxInput("by_species", "Show species", TRUE),
21
+ checkboxInput("show_margins", "Show marginal plots", TRUE),
22
+ checkboxInput("smooth", "Add smoother"),
23
+ ),
24
+ plotOutput("scatter")
25
+ )
26
+
27
+ server <- function(input, output, session) {
28
+ subsetted <- reactive({
29
+ req(input$species)
30
+ df |> filter(Species %in% input$species)
31
+ })
32
+
33
+ output$scatter <- renderPlot(
34
+ {
35
+ p <- ggplot(subsetted(), aes(!!input$xvar, !!input$yvar)) +
36
+ theme_light() +
37
+ list(
38
+ theme(legend.position = "bottom"),
39
+ if (input$by_species) aes(color = Species),
40
+ geom_point(),
41
+ if (input$smooth) geom_smooth()
42
+ )
43
+
44
+ if (input$show_margins) {
45
+ margin_type <- if (input$by_species) "density" else "histogram"
46
+ p <- p |> ggExtra::ggMarginal(
47
+ type = margin_type, margins = "both",
48
+ size = 8, groupColour = input$by_species, groupFill = input$by_species
49
+ )
50
+ }
51
+
52
+ p
53
+ },
54
+ res = 100
55
+ )
56
+ }
57
+
58
+ shinyApp(ui, server)
penguins.csv ADDED
@@ -0,0 +1,345 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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219
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220
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257
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259
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260
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261
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269
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271
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272
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273
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274
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275
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279
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303
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