From 05f0c4d584484fb7b094bed361391c9150dabf5d Mon Sep 17 00:00:00 2001 From: James Tripp Date: Mon, 4 May 2020 19:11:20 +0100 Subject: [PATCH] Website created and minor tweaks --- DESCRIPTION | 4 +- NEWS.md | 10 + NEWS.rmd | 13 + R/df_to_stanarray.R | 2 +- R/plot_slice_histogram.R | 2 +- README.md | 28 +- docs/404.html | 158 ++++ docs/LICENSE-text.html | 832 ++++++++++++++++++ docs/articles/Plot themes.html | 153 ++++ .../figure-html/unnamed-chunk-3-1.png | Bin 0 -> 407335 bytes .../figure-html/unnamed-chunk-3-2.png | Bin 0 -> 390874 bytes .../figure-html/unnamed-chunk-4-1.png | Bin 0 -> 411802 bytes .../figure-html/unnamed-chunk-4-2.png | Bin 0 -> 391563 bytes .../figure-html/unnamed-chunk-5-1.png | Bin 0 -> 411802 bytes .../figure-html/unnamed-chunk-5-2.png | Bin 0 -> 391563 bytes .../figure-html/unnamed-chunk-6-1.png | Bin 0 -> 411436 bytes .../figure-html/unnamed-chunk-6-2.png | Bin 0 -> 390778 bytes docs/articles/Saving plots.html | 224 +++++ .../figure-html/unnamed-chunk-4-1.png 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docs/pkgdown.yml create mode 100644 docs/reference/Backfillz-class.html create mode 100644 docs/reference/as_backfillz.html create mode 100644 docs/reference/df_to_stanarray.html create mode 100644 docs/reference/index.html create mode 100644 docs/reference/plot.html create mode 100644 docs/reference/plot_slice_histogram.html create mode 100644 docs/reference/plot_spiral_stream.html create mode 100644 docs/reference/plot_trace_dial.html create mode 100644 docs/reference/recall_plots.html create mode 100644 docs/reference/sample_stanfit.html create mode 100644 docs/reference/set_theme.html create mode 100644 pkgdown/_pkgdown.yml create mode 100644 vignettes/Plot themes.Rmd create mode 100644 vignettes/Saving plots.Rmd diff --git a/DESCRIPTION b/DESCRIPTION index 8e1fa76..c8ffed6 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Package: backfillz Type: Package Title: MCMC visualisation package -Version: 0.9.9900 +Version: 1.0 Authors@R: c( person('James', 'Tripp', email = 'james.tripp@warwick.ac.uk', role = c('aut', 'cre')), person('Gregory', 'McInerny', email = 'G.McInerny@warwick.ac.uk', role = 'aut') @@ -11,4 +11,4 @@ Description: Visualisation package for creating diagnostic plots for MCMC chains License: GPL-3 Encoding: UTF-8 LazyData: true -RoxygenNote: 6.1.1 +RoxygenNote: 7.1.0 diff --git a/NEWS.md b/NEWS.md new file mode 100644 index 0000000..d2edebd --- /dev/null +++ b/NEWS.md @@ -0,0 +1,10 @@ +NEWS +================ + +# lecat v1.00 (Release date: 2020-04-04) + +Changes: + + - Used pkgdown to create site + - Created tutorials + - Plot save and recall added diff --git a/NEWS.rmd b/NEWS.rmd new file mode 100644 index 0000000..36db91b --- /dev/null +++ b/NEWS.rmd @@ -0,0 +1,13 @@ +--- +title: "NEWS" +output: github_document +--- + +Backfillz v1.00 (Release date: 2020-04-04) +============== + +Changes: + +* Used pkgdown to create site +* Created tutorials +* Plot save and recall added diff --git a/R/df_to_stanarray.R b/R/df_to_stanarray.R index 3d97c9a..cbd1866 100644 --- a/R/df_to_stanarray.R +++ b/R/df_to_stanarray.R @@ -1,4 +1,4 @@ -#' Converts a data frame to the output structure of extract(stan_object, permuted = TRUE) +#' Converts a data frame to the output structure of extract #' #' @param df data frame with the column names 'parameters', 'iterations' and 'chains' #' @return An array from df with the dimensions [iteration, chain, parameters] diff --git a/R/plot_slice_histogram.R b/R/plot_slice_histogram.R index 4470f1f..1161f1e 100644 --- a/R/plot_slice_histogram.R +++ b/R/plot_slice_histogram.R @@ -523,7 +523,7 @@ plot_slice_histogram <- function(object = NULL, slices = NULL, save_plot = FALSE data.frame( ID = ID, Date = date(), - Event = 'Slice Historgram', + Event = 'Slice Histogram', R_version = R.Version()$version.string, Saved = save_plot, stringsAsFactors = FALSE diff --git a/README.md b/README.md index 242803f..ae380db 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,9 @@ -![](fig1.png) - +[![Build +Status](https://travis-ci.org/warwickCIM/lecat.svg?branch=master)](https://travis-ci.org/WarwickCIM/backfillz) [![DOI](https://zenodo.org/badge/176701637.svg)](https://zenodo.org/badge/latestdoi/176701637) + + # New View of MCMC Backfillz.R provides new visual diagnostics for understanding MCMC (Markov Chain Monte Carlo) analyses and outputs. MCMC chains can defy a simple line graph. Unless the chain is very short (which isn’t often the case), plotting tens or hundreds of thousands of data points reveals very little other than a ‘trace plot’ where we only see the outermost points. Common plotting methods may only reveal when an MCMC really hasn’t worked, but not when it has. @@ -12,48 +14,42 @@ BackFillz.R slices and dices MCMC chains so increasingly parameter rich, complex ```r install.packages(devtools) devtools::install_github('warwickCIM/backfillz') -require(backfillz) +library(backfillz) # convert sample data to backfillz object x <- as_backfillz(sample_stanfit) -slices <- data.frame( - parameters = c('mu', 'mu', 'eta[1]', 'eta[1]'), - lower = c(0, 0.6, 0.2, 0.7), - upper= c(0.4, 0.9, 0.25, 1), - stringsAsFactors = FALSE -) - # change theme x <- set_theme(x, 'demo 1') +# plot via generic plot method +x <- plot(x, plotType = 'slice_histogram') + # create prototype plots x <- plot_slice_histogram(x, slices) x <- plot_trace_dial(x) x <- plot_spiral_stream(x) ``` -# Current prototype - -In this first prototype we have implemented three new MCMC visual diagnostics. More functionality and tutorials to come! The documentation is available through R and the full package will be coming soon. +# Current prototype plots ## Pretzel Plot – plot_trace_dial() This plot shows the chain and summary histograms in a format that can be easily arranged as a grid. The trace plot is stretched, clearly indicating ‘burn-in’, with density plots showing the burn-in and remainder of the chain in context. -![](fig2.png) + ## Slice plot - plot_slice_histogram() By partitioning chain slices, in a faceted view, users can assess chain convergence. The slices are currently specified by the user and display density plots for each slice. Have my chains converged? The slice plot offers a clear view of when and how convergence is achieved. Further statistical diagnostics can be embedded in these plots as colour encodings or additional layers and annotations. -![](fig3.png) + ## Splash plot - plot_spiral_stream() Based on a Theodorus spiral, we turn MCMC chains into glyphs and extract properties to answer – What does ‘good mixing’ look like? In these plots variance windows are calculated across chains and parameters. The glyphs have clear diagnostic features and will allow gridded plots to investigate large numbers of parameters. -![](fig4.png) + # Acknowledgements diff --git a/docs/404.html b/docs/404.html new file mode 100644 index 0000000..9b91f3d --- /dev/null +++ b/docs/404.html @@ -0,0 +1,158 @@ + + + + + + + + +Page not found (404) • backfillz + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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Site built with pkgdown 1.5.1.

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+ +
+ + + +
+ + + +
+ + +
+

Site built with pkgdown 1.5.1.

+
+ +
+
+ + + + + + + + diff --git a/docs/articles/Plot themes.html b/docs/articles/Plot themes.html new file mode 100644 index 0000000..b324dc5 --- /dev/null +++ b/docs/articles/Plot themes.html @@ -0,0 +1,153 @@ + + + + + + + +Plot themes • backfillz + + + + + + + + + + +
+
+ + + + +
+
+ + + + +
+

+Theme selection

+

Create a backfillz object.

+
library(backfillz)
+
+x <- as_backfillz(sample_stanfit)
+

The initial theme is default.

+
x@theme_name
+
## [1] "default"
+

The themes currently available are default, solarized dark, demo 1 and demo 2.

+

To select a different theme pass the object to the set_theme function.

+
x <- set_theme(x, theme = "demo 2")
+
## Setting backfillz object theme to demo 2
+
x@theme_name
+
## [1] "demo 2"
+

Subsequent plots the object will be in the demo 2 theme.

+
x <- plot_slice_histogram(x, save_plot = FALSE)
+

+
+
+

+Tweaking themes

+

Themes are a series of parameters stored in the Backfillz object.

+
grep(pattern = 'theme', x = slotNames(x), value = TRUE)
+
##  [1] "theme_name"             "theme_text_family"      "theme_text_font"       
+##  [4] "theme_text_font_colour" "theme_text_cex_title"   "theme_text_cex_main"   
+##  [7] "theme_text_cex_axis"    "theme_text_col_title"   "theme_text_col_main"   
+## [10] "theme_text_col_axis"    "theme_bg_colour"        "theme_mg_colour"       
+## [13] "theme_fg_colour"        "theme_alpha"            "theme_palette"
+

Which can be overwritten.

+
x@theme_text_family <- 'mono'
+x <- plot_slice_histogram(x, save_plot = FALSE)
+

+
+
+ + + +
+ + + +
+ +
+

Site built with pkgdown 1.5.1.

+
+ +
+
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