manual corrections #340

JuliaAI · Nov 19, 2019 · 3493322 · 3493322
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diff --git a/docs/src/common_mlj_workflows.md b/docs/src/common_mlj_workflows.md
@@ -64,8 +64,8 @@ More refined searches:
 ```@example workflows
 models() do model
     matching(model, X, y) &&
-        model.prediction_type == :deterministic &&
-        model.is_pure_julia
+    model.prediction_type == :deterministic &&
+    model.is_pure_julia
 end
 ```
 

diff --git a/docs/src/mlj_cheatsheet.md b/docs/src/mlj_cheatsheet.md
@@ -28,7 +28,8 @@ for "RidgeRegresssor", which is provided by multiple packages
 **experimetnal!** With additional conditions:
 
 ```julia
-models(matching(X, y)) do model
+models() do model
+    matching(model, X, y)) &&
     model.prediction_type == :probabilistic &&
 	model.is_pure_julia
 end

diff --git a/docs/src/model_search.md b/docs/src/model_search.md
@@ -92,10 +92,11 @@ for example, one executes
 models(matching(X, y))
 ```
 
-while the preceding search can be compactly written
+while the preceding search can also be written
 
 ```julia 
-models(matching(X, y)) do model
+models() do model
+    matching(model, X, y) &&
     model.prediction_type == :probabilistic
 end
 ```