diff --git a/docs/highdim/matrix-factorization_files/figure-html/factor-histogram-example-1.png b/docs/highdim/matrix-factorization_files/figure-html/factor-histogram-example-1.png
new file mode 100644
index 0000000..676f9f0
Binary files /dev/null and b/docs/highdim/matrix-factorization_files/figure-html/factor-histogram-example-1.png differ
diff --git a/docs/ml/evaluation-metrics_files/figure-html/precision-vs-prevalence-1.png b/docs/ml/evaluation-metrics_files/figure-html/precision-vs-prevalence-1.png
new file mode 100644
index 0000000..7620b4f
Binary files /dev/null and b/docs/ml/evaluation-metrics_files/figure-html/precision-vs-prevalence-1.png differ
diff --git a/ml/evaluation-metrics.qmd b/ml/evaluation-metrics.qmd
index 9b23c07..65fcddd 100644
--- a/ml/evaluation-metrics.qmd
+++ b/ml/evaluation-metrics.qmd
@@ -189,7 +189,7 @@ mat <- matrix(c("True positives (TP)", "False negatives (FN)",
 colnames(mat) <- c("Actually Positive", "Actually Negative")
 rownames(mat) <- c("Predicted positive", "Predicted negative")
 tmp <- as.data.frame(mat)
-if (knitr::is_html_output()){
+if (knitr::is_html_output()) {
   knitr::kable(tmp, "html") |>
     kableExtra::kable_styling(bootstrap_options = "striped", full_width = FALSE)
 } else{