From 09f807880efeeda85d445cece4c345cad5e05fc1 Mon Sep 17 00:00:00 2001
From: Alexis Montoison <35051714+amontoison@users.noreply.github.com>
Date: Wed, 2 Oct 2024 13:30:37 -0500
Subject: [PATCH] Update README.md

---
 README.md | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index ef595a5..51fbc22 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# `KrylovPreconditioners.jl`, the best sidekick of [Krylov.jl](https://github.com/JuliaSmoothOptimizers/Krylov.jl) └(^o^ )Ｘ( ^o^)┘
+# KrylovPreconditioners.jl
 
 | **Documentation** | **CI** | **Coverage** | **Downloads** |
 |:-----------------:|:------:|:------------:|:-------------:|
@@ -41,3 +41,6 @@ using Krylov, KrylovPreconditioners
 To enhance the performance of [Krylov.jl](https://github.com/JuliaSmoothOptimizers/Krylov.jl), especially on GPUs, we recommend `KrylovPreconditioners.jl`.
 This package provides a variety of preconditioning strategies that significantly improve convergence rates for Krylov solvers, making them more efficient for large-scale problems.
 It also contains operators that improve the efficiency of sparse matrix-dense vector products and sparse triangular solves on different GPUs, ensuring better performance on modern hardware.
+
+KrylovPreconditioners.jl is the best sidekick of Krylov.jl. └(^o^ )Ｘ( ^o^)┘
+