fix a few typos.

Author: kellertuer

_typos.yml

@@ -0,0 +1,2 @@
+[default.extend-words]
+# <typo> = "<correction>"

src/Manopt.jl

@@ -171,11 +171,11 @@ Rn(args...; kwargs...) = Rn(Val(Rn_default()), args...; kwargs...)
     Rn_default()
 
 Specify a default value to dispatch [`Rn`](@ref) on.
-This default is set to `Manifolds`, indicating, that when this package is loded,
+This default is set to `Manifolds`, indicating, that when this package is loaded,
 it is the preferred package to ask for a vector space space.
 
 The default within `Manopt.jl` is to use the [`DefaultManifold`](@extref ManifoldsBase.DefaultManifold) from `ManifoldsBase.jl`.
-If you load `Manifolds.jl` this switches to using [`Euclidan`](@extref Manifolds.Euclidean).
+If you load `Manifolds.jl` this switches to using [`Euclidean`](@extref Manifolds.Euclidean).
 """
 Rn_default() = :Manifolds
 Rn(::Val{T}, args...; kwargs...) where {T} = DefaultManifold(args...; kwargs...)

src/helpers/test.jl

@@ -36,7 +36,7 @@ function DummyDecoratedObjective(
 end
 
 struct DummyProblem{M <: AbstractManifold} <: AbstractManoptProblem{M} end
-struct DummmyStoppingCriteriaSet <: StoppingCriterionSet end
+struct DummyStoppingCriteriaSet <: StoppingCriterionSet end
 struct DummyStoppingCriterion <: StoppingCriterion end
 
 mutable struct DummyState <: AbstractManoptSolverState

src/plans/manifold_default_factory.jl

@@ -3,7 +3,7 @@
 
 A generic factory to postpone the instantiation of certain types from within $(_link(:Manopt)),
 in order to be able to adapt it to defaults from different manifolds and/or postpone the
-decission on which manifold to use to a later point
+decision on which manifold to use to a later point
 
 For now this is established for
 

src/solvers/difference_of_convex_algorithm.jl

@@ -161,7 +161,7 @@ $(_var(:Keyword, :sub_kwargs))
 $(_var(:Keyword, :sub_state; default = "([`GradientDescentState`](@ref) or [`TrustRegionsState`](@ref) if `sub_hess` is provided)"))
 $(_var(:Keyword, :sub_problem; default = "[`DefaultManoptProblem`](@ref)`(M, sub_objective)`"))
 * `sub_stopping_criterion=`[`StopAfterIteration`](@ref)`(300)`$(_sc(:Any))[`StopWhenStepsizeLess`](@ref)`(1e-9)`$(_sc(:Any))[`StopWhenGradientNormLess`](@ref)`(1e-9)`:
-  a stopping criterion used withing the default `sub_state=`
+  a stopping criterion used within the default `sub_state=`
   $(_note(:KeywordUsedIn, "sub_state"))
 * `sub_stepsize=`[`ArmijoLinesearch`](@ref)`(M)`) specify a step size used within the `sub_state`.
   $(_note(:KeywordUsedIn, "sub_state"))

test/plans/test_record.jl

@@ -185,7 +185,7 @@ Manopt.get_parameter(d::TestRecordParameterState, ::Val{:value}) = d.value
         g(dmp, gds, 2)
         @test g.recorded_values == [0.0, 1.0]
     end
-    @testset "RecordStopingReason" begin
+    @testset "RecordStoppingReason" begin
         g = RecordStoppingReason()
         @test repr(g) == "RecordStoppingReason()"
         @test Manopt.status_summary(g) == ":Stop"

test/plans/test_stopping_criteria.jl

@@ -3,7 +3,7 @@ using Manifolds, ManifoldsBase, Manopt, Test, ManifoldsBase, Dates
 @testset "StoppingCriteria" begin
     @testset "Generic Tests" begin
         @test_throws ErrorException get_stopping_criteria(
-            Manopt.Test.DummmyStoppingCriteriaSet()
+            Manopt.Test.DummyStoppingCriteriaSet()
         )
 
         s = StopWhenAll(StopAfterIteration(10), StopWhenChangeLess(Euclidean(), 0.1))

tutorials/getstarted.qmd

@@ -138,7 +138,7 @@ m3 = gradient_descent(M, f, grad_f, data[1];
 ```
 
 We can finally use another way to determine the stepsize, for example
-a little more expensive [`ArmijoLineSeach`](https://manoptjl.org/stable/plans/stepsize/#Manopt.ArmijoLinesearch) than the default [stepsize](https://manoptjl.org/stable/plans/stepsize/) rule used on the Sphere.
+a little more expensive [`ArmijoLineSearch`](https://manoptjl.org/stable/plans/stepsize/#Manopt.ArmijoLinesearch) than the default [stepsize](https://manoptjl.org/stable/plans/stepsize/) rule used on the Sphere.
 
 ```{julia}
 m4 = gradient_descent(M, f, grad_f, data[1];