From 5ce0dc0387e2430c539f65e8538b85e64fba71ab Mon Sep 17 00:00:00 2001
From: tmigot <tangi.migot@gmail.com>
Date: Fri, 16 Feb 2024 16:16:18 -0500
Subject: [PATCH] review documentation build with Julia 1.10 (#311)

review documentation build with Julia 1.10
---
 docs/src/index.md    | 19 ++++++++++---------
 docs/src/tutorial.md |  2 +-
 2 files changed, 11 insertions(+), 10 deletions(-)

diff --git a/docs/src/index.md b/docs/src/index.md
index 7b71e842..f20d9cfd 100644
--- a/docs/src/index.md
+++ b/docs/src/index.md
@@ -1,13 +1,13 @@
 # A Julia Linear Operator Package
 
-Operators behave like matrices (with [exceptions](#Differences-1)) but are defined
+Operators behave like matrices (with [exceptions](@ref differences)) but are defined
 by their effect when applied to a vector.
 They can be transposed, conjugated, or combined with other operators cheaply.
 The costly operation is deferred until multiplied with a vector.
 
 ## Compatibility
 
-Julia 1.3 and up.
+Julia 1.6 and up.
 
 ## How to Install
 
@@ -68,21 +68,22 @@ operators (see [differences](@ref differences)).
 Unlike matrices, an operator never reduces to a vector or a number.
 
 ```@example exdiff
-using LinearOperators #hide
+using LinearOperators
 A = rand(5,5)
 opA = LinearOperator(A)
-A[:,1] * 3 # Vector
+A[:,1] * 3 isa Vector
 ```
 ```@example exdiff
-opA[:,1] * 3 # LinearOperator
+opA[:,1] * 3 isa LinearOperator
 ```
 ```@example exdiff
-# A[:,1] * [3] # ERROR
+opA[:,1] * [3] isa Vector
 ```
-```@example exdiff
-opA[:,1] * [3] # Vector
+However, the following returns an error
+```julia
+A[:,1] * [3]
 ```
-This is also true for `A[i,:]`, which returns vectors on Julia 0.6, and for the scalar
+This is also true for `A[i,:]`, which would return a vector and for the scalar
 `A[i,j]`.
 Similarly, `opA[1,1]` is an operator of size (1,1):"
 ```@example exdiff
diff --git a/docs/src/tutorial.md b/docs/src/tutorial.md
index 6e1362d4..876cd0a0 100644
--- a/docs/src/tutorial.md
+++ b/docs/src/tutorial.md
@@ -1 +1 @@
-You can check an [Introduction to LinearOperators.jl](https://juliasmoothoptimizers.github.io/tutorials/introduction-to-linear-operators/) on our site, [juliasmoothoptimizers.github.io](https://juliasmoothoptimizers.github.io).
+You can check an [Introduction to LinearOperators.jl](https://jso.dev/tutorials/introduction-to-linear-operators/) on our site, [jso.dev](https://jso.dev/).