From db20740208ae0eb20d26077d941f6d5b3d7bf273 Mon Sep 17 00:00:00 2001 From: lrjohnson0 Date: Wed, 24 Jul 2024 12:58:38 -0400 Subject: [PATCH] added rendered and corrected GP solutions in the correct format --- GP_Solutions.qmd | 37 ++- .../figure-html/unnamed-chunk-6-1.png | Bin 208360 -> 209088 bytes docs/GP_Solutions.html | 298 ++++++++++++------ .../figure-html/unnamed-chunk-9-1.png | Bin 0 -> 171095 bytes .../figure-html/unnamed-chunk-9-2.png | Bin 0 -> 164640 bytes .../figure-html/unnamed-chunk-9-3.png | Bin 0 -> 152792 bytes .../figure-html/unnamed-chunk-9-4.png | Bin 0 -> 173071 bytes .../figure-html/unnamed-chunk-9-5.png | Bin 0 -> 173420 bytes .../figure-html/unnamed-chunk-9-6.png | Bin 0 -> 175587 bytes .../figure-html/unnamed-chunk-9-7.png | Bin 0 -> 168380 bytes docs/Stats_review.html | 4 +- .../figure-html/unnamed-chunk-7-1.png | Bin 53603 -> 53673 bytes .../figure-html/unnamed-chunk-8-1.png | Bin 58439 -> 58636 bytes .../figure-html/unnamed-chunk-9-1.png | Bin 109907 -> 106874 bytes .../figure-revealjs/unnamed-chunk-15-1.png | Bin 144134 -> 140580 bytes .../figure-revealjs/unnamed-chunk-19-1.png | Bin 164638 -> 164954 bytes .../figure-revealjs/unnamed-chunk-20-1.png | Bin 134279 -> 138135 bytes .../figure-revealjs/unnamed-chunk-7-1.png | Bin 174648 -> 177059 bytes docs/search.json | 25 +- 19 files changed, 257 insertions(+), 107 deletions(-) create mode 100644 docs/GP_Solutions_files/figure-html/unnamed-chunk-9-1.png create mode 100644 docs/GP_Solutions_files/figure-html/unnamed-chunk-9-2.png create mode 100644 docs/GP_Solutions_files/figure-html/unnamed-chunk-9-3.png create mode 100644 docs/GP_Solutions_files/figure-html/unnamed-chunk-9-4.png create mode 100644 docs/GP_Solutions_files/figure-html/unnamed-chunk-9-5.png create mode 100644 docs/GP_Solutions_files/figure-html/unnamed-chunk-9-6.png create mode 100644 docs/GP_Solutions_files/figure-html/unnamed-chunk-9-7.png diff --git a/GP_Solutions.qmd b/GP_Solutions.qmd index 6be9246..7eda00a 100644 --- a/GP_Solutions.qmd +++ b/GP_Solutions.qmd @@ -1,10 +1,23 @@ --- -title: "GP_Solutions" -format: html -editor: visual +title: "VectorByte Methods Training: Introduction to Gaussian Processes for Time Dependent Data (Practical - solution)" +author: + - name: Parul Patil + affiliation: Virginia Tech and VectorByte +citation: true +date: 2024-07-24 +date-format: long +format: + html: + toc: true + toc-location: left + html-math-method: katex + css: styles.css +bibliography: references.bib +link-citations: TRUE --- -##### Libraries + +# Libraries ```{r, warning=FALSE, message=FALSE, warn.conflicts = FALSE} library(mvtnorm) @@ -13,7 +26,7 @@ library(hetGP) library(ggplot2) ``` -##### HetGP (sin wave eg) +# HetGP (sin wave eg) ```{r} # Your turn @@ -50,7 +63,7 @@ nugs <- het_pred$nugs summary(nugs) ``` -##### Challenges +# Challenges We need to load the data and the functions @@ -86,7 +99,9 @@ fx.sin <- function(datetime, f1 = fx.iso_week){ } ``` -###### Fit a GP Model for the location "SERC" i.e. `site_number = 7`. +## Fit a GP Model for the location "SERC" + +i.e. `site_number = 7`. Just change site = 7 @@ -191,7 +206,7 @@ rmse <- sqrt(mean((yt_true - yt_pred)^2)) rmse ``` -###### Use an environmental predictor in your model. Following is a function `fx.green` that creates the variable given the `datetime` and the `location`. +## Use an environmental predictor in your model. Following is a function `fx.green` that creates the variable given the `datetime` and the `location`. Here is a snippet of the supporting file that you will use; You can look into the data.frame and try to plot `ker` for one site at a time and see what it yields. @@ -215,7 +230,7 @@ fx.green <- function(datetime, site, site_info = df_green){ - set up X3 using `fx_green` - Scale X3 -Setting up the target dataframe +### Setting up the target dataframe ```{r} @@ -234,7 +249,7 @@ df_train <- subset(df, df$datetime <= cutoff) df_test <- subset(df, df$datetime > cutoff) ``` -Adding Greenness +### Adding Greenness ```{r} # Choose location @@ -333,7 +348,7 @@ rmse <- sqrt(mean((yt_true - yt_pred)^2)) rmse ``` -###### Fit a GP Model for all the locations (*More advanced*). +## Fit a GP Model for all the locations (*More advanced*). ```{r} # GP function. 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b/docs/GP_Solutions.html index 747560b..53c343a 100644 --- a/docs/GP_Solutions.html +++ b/docs/GP_Solutions.html @@ -6,8 +6,10 @@ + + -VectorByte Training 2024 - GP_Solutions +VectorByte Training 2024 - VectorByte Methods Training: Introduction to Gaussian Processes for Time Dependent Data (Practical - solution)