From 5ddd4189b03bc83e4217892aac3eabe59a636cae Mon Sep 17 00:00:00 2001
From: Will Tebbutt <will.tebbutt@invenialabs.co.uk>
Date: Wed, 28 Sep 2022 08:15:10 +0100
Subject: [PATCH 1/4] gitignore dev folder

---
 .gitignore | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitignore b/.gitignore
index 02bcc5a34..38f476d8a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,3 +3,4 @@
 Manifest.toml
 coverage/
 .DS_store
+dev

From 37f55584c180dd537513b381bfc03f525222ccc9 Mon Sep 17 00:00:00 2001
From: Will Tebbutt <will.tebbutt@invenialabs.co.uk>
Date: Wed, 28 Sep 2022 14:31:24 +0100
Subject: [PATCH 2/4] Fix up matern

---
 src/basekernels/matern.jl | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/src/basekernels/matern.jl b/src/basekernels/matern.jl
index c050cad0d..1a5ce4652 100644
--- a/src/basekernels/matern.jl
+++ b/src/basekernels/matern.jl
@@ -37,14 +37,15 @@ MaternKernel(; nu::Real=1.5, ν::Real=nu, metric=Euclidean()) = MaternKernel(ν,
 
 @functor MaternKernel
 
-@inline function kappa(k::MaternKernel, d::Real)
-    result = _matern(only(k.ν), d)
-    return ifelse(iszero(d), one(result), result)
-end
+@inline kappa(k::MaternKernel, d::Real) = _matern(only(k.ν), d)
 
 function _matern(ν::Real, d::Real)
-    y = sqrt(2ν) * d
-    return exp((one(d) - ν) * logtwo - loggamma(ν) + ν * log(y) + log(besselk(ν, y)))
+    if iszero(d)
+        return one(d)
+    else
+        y = sqrt(2ν) * d
+        return exp((one(d) - ν) * logtwo - loggamma(ν) + ν * log(y) + log(besselk(ν, y)))
+    end
 end
 
 metric(k::MaternKernel) = k.metric

From 7ad72a2b7654bbb61384b8712b042d6da846a37c Mon Sep 17 00:00:00 2001
From: Will Tebbutt <will.tebbutt@invenialabs.co.uk>
Date: Wed, 28 Sep 2022 14:31:36 +0100
Subject: [PATCH 3/4] Bump patch

---
 Project.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Project.toml b/Project.toml
index 8903beeac..0288447ba 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,6 +1,6 @@
 name = "KernelFunctions"
 uuid = "ec8451be-7e33-11e9-00cf-bbf324bd1392"
-version = "0.10.45"
+version = "0.10.46"
 
 [deps]
 ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"

From 43748e5d567751a3b7fd758e7e73a3aa236ca04a Mon Sep 17 00:00:00 2001
From: Will Tebbutt <will.tebbutt@invenialabs.co.uk>
Date: Wed, 28 Sep 2022 15:38:15 +0100
Subject: [PATCH 4/4] Avoid promotion with irrational

---
 src/basekernels/matern.jl | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/basekernels/matern.jl b/src/basekernels/matern.jl
index 1a5ce4652..cb051ee0f 100644
--- a/src/basekernels/matern.jl
+++ b/src/basekernels/matern.jl
@@ -44,7 +44,8 @@ function _matern(ν::Real, d::Real)
         return one(d)
     else
         y = sqrt(2ν) * d
-        return exp((one(d) - ν) * logtwo - loggamma(ν) + ν * log(y) + log(besselk(ν, y)))
+        b = log(besselk(ν, y))
+        return exp((one(d) - ν) * oftype(y, logtwo) - loggamma(ν) + ν * log(y) + b)
     end
 end