Update compat bounds to drop support for packages older than 3 months (#715)

* Update compat bounds to drop support for packages older than 3 months

- Increased minimum version requirements for all dependencies
- Kept standard library compats at 1.10 as requested
- Updated weak dependencies to more recent versions
- All changes maintain compatibility with packages released after May 2025

* Update Project.toml

* Update Project.toml

* Update Project.toml

---------

Co-authored-by: ChrisRackauckas <[email protected]>

Author: ChrisRackauckas-Claude

Project.toml

@@ -75,61 +75,61 @@ LinearSolveSparseArraysExt = "SparseArrays"
 LinearSolveSparspakExt = ["SparseArrays", "Sparspak"]
 
 [compat]
-AMDGPU = "1, 2"
+AMDGPU = "1.2, 2"
 AllocCheck = "0.2"
 Aqua = "0.8"
-ArrayInterface = "7.7"
-BandedMatrices = "1.5"
+ArrayInterface = "7.17"
+BandedMatrices = "1.8"
 BlockDiagonals = "0.2"
-CUDA = "5"
+CUDA = "5.5"
 CUDSS = "0.4"
 CUSOLVERRF = "0.2.6"
-ChainRulesCore = "1.22"
+ChainRulesCore = "1.25"
 CliqueTrees = "1.11.0"
 ConcreteStructs = "0.2.3"
 DocStringExtensions = "0.9.3"
 EnumX = "1.0.4"
-EnzymeCore = "0.8.1"
-ExplicitImports = "1"
-FastAlmostBandedMatrices = "0.1"
-FastLapackInterface = "2"
-FiniteDiff = "2.22"
-ForwardDiff = "0.10.36, 1"
+EnzymeCore = "0.8.5"
+ExplicitImports = "1.10"
+FastAlmostBandedMatrices = "0.1.4"
+FastLapackInterface = "2.0.4"
+FiniteDiff = "2.26"
+ForwardDiff = "0.10.38"
 GPUArraysCore = "0.2"
-HYPRE = "1.4.0"
+HYPRE = "1.7"
 InteractiveUtils = "1.10"
-IterativeSolvers = "0.9.3"
-KernelAbstractions = "0.9.27"
+IterativeSolvers = "0.9.4"
+KernelAbstractions = "0.9.30"
 Krylov = "0.10"
 KrylovKit = "0.10"
 KrylovPreconditioners = "0.3"
 LAPACK_jll = "3"
-LazyArrays = "1.8, 2"
+LazyArrays = "2.3"
 Libdl = "1.10"
 LinearAlgebra = "1.10"
 MPI = "0.20"
 Markdown = "1.10"
-Metal = "1"
-MultiFloats = "1"
-Pardiso = "0.5.7, 1"
-Pkg = "1"
+Metal = "1.4"
+MultiFloats = "2.3"
+Pardiso = "1"
+Pkg = "1.10"
 PrecompileTools = "1.2"
 Preferences = "1.4"
-Random = "1"
-RecursiveArrayTools = "3.27.2"
-RecursiveFactorization = "0.2.14"
-Reexport = "1"
+Random = "1.10"
+RecursiveArrayTools = "3.37"
+RecursiveFactorization = "0.2.23"
+Reexport = "1.2.2"
 SafeTestsets = "0.1"
 SciMLBase = "2.70"
 SciMLOperators = "1"
-Setfield = "1"
+Setfield = "1.1.1"
 SparseArrays = "1.10"
-Sparspak = "0.3.6"
-StableRNGs = "1"
-StaticArrays = "1.5"
-StaticArraysCore = "1.4.2"
-Test = "1"
-UnPack = "1"
+Sparspak = "0.3.9"
+StableRNGs = "1.0"
+StaticArrays = "1.9"
+StaticArraysCore = "1.4.3"
+Test = "1.10"
+UnPack = "1.0.2"
 Zygote = "0.7"
 blis_jll = "0.9.0"
 julia = "1.10"