Merge pull request #107 from scicloj/text-styling

text styling

notebooks/noj_book/automl.clj

@@ -97,7 +97,7 @@ my-pipeline
 ;; But this map cannot be "arbitrary", it need to adhere to the `metamorph` conventions.
 ;;
 ;; The following `trains` a model, because the `ml/model`
-;; function does this when called with :mode `:fit`.
+;; function does this when called with `:mode` `:fit`.
 ;; And it is the only operation in the pipeline, so the pipeline does one
 ;; thing, it `trains a model`
 (def ctx-after-train

notebooks/noj_book/ml_basic.clj

@@ -97,7 +97,7 @@
 ;;  The titanic data is part of `metamorph.ml` and in the form of a
 ;;  train, test split
 ;;
-;;  We use the :train part only for this tutorial.
+;;  We use the `:train` part only for this tutorial.
 ;;
 ;;
 ;;
@@ -206,7 +206,7 @@ cat-maps
 ;; Split data into train and test set
 ;;
 ;; Now we split the data into train and test. By we use
-;; a :holdout strategy, so will get a single split in training an test data.
+;; a `:holdout` strategy, so will get a single split in training an test data.
 ;;
 (def split
   (first

notebooks/noj_book/smile_classification.clj

@@ -38,7 +38,7 @@
 
 
 ;; In the following we see the decision surfaces of some models on the
-;; same data from the Iris dataset using 2 columns :sepal_width and sepal_length:
+;; same data from the Iris dataset using 2 columns `:sepal_width` and `:sepal_length`:
 
 ^:kindly/hide-code
 (defn make-iris-pipeline [model-options]