From 6ba244ee69a2798e3084103f9ced701f8fefde26 Mon Sep 17 00:00:00 2001
From: Paul Shen <pxshen@alumni.stanford.edu>
Date: Thu, 29 Feb 2024 14:16:12 -0500
Subject: [PATCH]

---
 Manifest.toml | 55 ++++++++++++++++++++++++++++++++++++++++++++++++++-
 Project.toml  |  1 +
 2 files changed, 55 insertions(+), 1 deletion(-)

diff --git a/Manifest.toml b/Manifest.toml
index adc4146..ea86e85 100644
--- a/Manifest.toml
+++ b/Manifest.toml
@@ -2,7 +2,7 @@
 
 julia_version = "1.10.1"
 manifest_format = "2.0"
-project_hash = "6eb75216c6042b842062963037ad619f676b569a"
+project_hash = "810a6fed6d9bd05fac7e7d89bdd9c1efa1c7e60b"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -79,6 +79,12 @@ version = "1.1.0"
 [[deps.Base64]]
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 
+[[deps.ChainRules]]
+deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
+git-tree-sha1 = "b308c249f38637cc5022c079fe5e19701a160395"
+uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+version = "1.60.0"
+
 [[deps.ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra"]
 git-tree-sha1 = "c1deebd76f7a443d527fc0430d5758b8b2112ed8"
@@ -163,6 +169,11 @@ git-tree-sha1 = "ac67408d9ddf207de5cfa9a97e114352430f01ed"
 uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
 version = "0.18.16"
 
+[[deps.DataValueInterfaces]]
+git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
+uuid = "e2d170a0-9d28-54be-80f0-106bbe20a464"
+version = "1.0.0"
+
 [[deps.Dates]]
 deps = ["Printf"]
 uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
@@ -267,6 +278,12 @@ version = "0.4.5"
 deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
+[[deps.GPUArraysCore]]
+deps = ["Adapt"]
+git-tree-sha1 = "ec632f177c0d990e64d955ccc1b8c04c485a0950"
+uuid = "46192b85-c4d5-4398-a991-12ede77f4527"
+version = "0.1.6"
+
 [[deps.ImageBase]]
 deps = ["ImageCore", "Reexport"]
 git-tree-sha1 = "eb49b82c172811fd2c86759fa0553a2221feb909"
@@ -312,6 +329,11 @@ git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2"
 uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
+[[deps.IteratorInterfaceExtensions]]
+git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
+uuid = "82899510-4779-5014-852e-03e436cf321d"
+version = "1.0.0"
+
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
 git-tree-sha1 = "7e5d6779a1e09a36db2a7b6cff50942a0a7d0fca"
@@ -626,6 +648,12 @@ deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 version = "1.10.0"
 
+[[deps.SparseInverseSubset]]
+deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
+uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
+version = "0.1.2"
+
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
 git-tree-sha1 = "e2cfc4012a19088254b3950b85c3c1d8882d864d"
@@ -675,6 +703,19 @@ git-tree-sha1 = "1d77abd07f617c4868c33d4f5b9e1dbb2643c9cf"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
 version = "0.34.2"
 
+[[deps.StructArrays]]
+deps = ["ConstructionBase", "DataAPI", "Tables"]
+git-tree-sha1 = "f4dc295e983502292c4c3f951dbb4e985e35b3be"
+uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
+version = "0.6.18"
+weakdeps = ["Adapt", "GPUArraysCore", "SparseArrays", "StaticArrays"]
+
+    [deps.StructArrays.extensions]
+    StructArraysAdaptExt = "Adapt"
+    StructArraysGPUArraysCoreExt = "GPUArraysCore"
+    StructArraysSparseArraysExt = "SparseArrays"
+    StructArraysStaticArraysExt = "StaticArrays"
+
 [[deps.SuiteSparse]]
 deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
 uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
@@ -689,6 +730,18 @@ deps = ["Dates"]
 uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
 version = "1.0.3"
 
+[[deps.TableTraits]]
+deps = ["IteratorInterfaceExtensions"]
+git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39"
+uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c"
+version = "1.0.1"
+
+[[deps.Tables]]
+deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
+uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
+version = "1.11.1"
+
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
 uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
diff --git a/Project.toml b/Project.toml
index 8b89a91..2d2ffbd 100644
--- a/Project.toml
+++ b/Project.toml
@@ -5,6 +5,7 @@ version = "0.1.0"
 
 [deps]
 ArrayPadding = "fe5ef43c-4912-423d-9170-4bd5cb6a013a"
+ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
 DataStructures = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
 Functors = "d9f16b24-f501-4c13-a1f2-28368ffc5196"
 ImageTransformations = "02fcd773-0e25-5acc-982a-7f6622650795"