typos

Author: ablaom

src/logging.jl

@@ -43,7 +43,7 @@ const FUNCTIONS3 = """
   """
 const FUNCTIONS4 = """
 
-    Testing that `LearnAPI.functions(learner)` exludes `:(LearnAPI.features)`, as
+    Testing that `LearnAPI.functions(learner)` excludes `:(LearnAPI.features)`, as
     `LearnAPI.is_static(learner)` is `true`.
 
   """
@@ -410,7 +410,7 @@ const FIT_SCITYPE = """
   """
 const TARGET_OBSERVATION_SCITYPE = """
 
-    Checking that `LearnAPI.target(learner, observatoins)` satisifies the constraints
+    Checking that `LearnAPI.target(learner, observatoins)` satisfies the constraints
     articulated by `LearnAPI.target_observation_scitype(learner)`.
 
 """

src/testapi.jl

@@ -8,7 +8,7 @@ contracts against one or more data sets.
 using LearnTestAPI
 
 X = (
-    feautre1 = [1, 2, 3],
+    feature1 = [1, 2, 3],
     feature2 = ["a", "b", "c"],
     feature3 = [10.0, 20.0, 30.0],
 )

src/tools.jl

@@ -137,7 +137,7 @@ end
 
 *Private method.*
 
-Replaces the expresion `lhs == rhs` with `isnear(lhs, rhs; kwargs...)` for testing a weaker
+Replaces the expression `lhs == rhs` with `isnear(lhs, rhs; kwargs...)` for testing a weaker
 form of equality. Here `kwargs...` are keyword arguments accepted in `isapprox(lhs, rhs;
 kwargs...)`, which is called if `lhs == rhs` fails.