v3.28.0

LinearSolve v3.28.0

Diff since v3.27.1

Merged pull requests:

• Fix Pardiso.jl tests (#701) (@ChrisRackauckas)
• Improve error messages in LinearSolveAutotune telemetry (#703) (@ChrisRackauckas)
• Fix gh auth status false negative detection in LinearSolveAutotune (#704) (@ChrisRackauckas)
• Add MKL preference management to autotune system (#706) (@ChrisRackauckas)
• Add detailed CPU information from Sys.cpu_info() to telemetry (#707) (@ChrisRackauckas)
• Add AMDGPUOffloadFactorization algorithm support (#708) (@ChrisRackauckas)
• Refactor CudaOffloadFactorization into LU and QR variants (#709) (@ChrisRackauckas)
• Update jet.jl tests (#710) (@ChrisRackauckas)
• Fix broken note admonitions (#711) (@klamike)
• Add AMDGPU methods to documentation (#712) (@ChrisRackauckas)
• Add GPU type detection to system information (#713) (@ChrisRackauckas-Claude)

v3.27.1

LinearSolve v3.27.1

Diff since v3.27.0

Merged pull requests:

• Improve JET tests to cover all solvers (#694) (@ChrisRackauckas-Claude)
• Fix BLIS 64 (#699) (@ChrisRackauckas)

v3.27.0

LinearSolve v3.27.0

Diff since v3.26.0

Merged pull requests:

• LinearSolveAutotune works for me with these changes (#692) (@chriselrod)
• bump some minimum versions (#693) (@ChrisRackauckas)
• Add allocation tests for caching interface (#695) (@ChrisRackauckas-Claude)
• Build docs with LinearSolveAutotune (#696) (@ChrisRackauckas)
• Update benchmarking.jl definition of big (#697) (@ChrisRackauckas)

v3.26.0

LinearSolve v3.26.0

Diff since v3.25.1

Merged pull requests:

• Make GenericLUFactorization bypass overloads when used on DualLinear Problems (#685) (@jClugstor)
• Improve LinearSolveAutotune UI/UX (#686) (@ChrisRackauckas-Claude)
• Add gh_cli_jll as fallback for LinearSolveAutotune when gh CLI is not installed (#687) (@ChrisRackauckas-Claude)
• Update autotuning documentation to reflect current interface (#688) (@ChrisRackauckas-Claude)
• Add automatic gh auth login prompt when sharing benchmark results (#689) (@ChrisRackauckas-Claude)
• Add MIT license to LinearSolveAutotune and update auth docs (#690) (@ChrisRackauckas-Claude)

Closed issues:

• ForwardDiff.hessian produces stack overflow for ODEProblem on 3.18 (#627)
• test out ways to upload autotune plots (#681)
• Regression when using ForwardDiff.gradient and ForwardDiff.Hessian with 3.19 (#684)

v3.25.1

LinearSolve v3.25.1

Diff since v3.25.0

Merged pull requests:

• Add LinearSolveAutotune sublibrary for algorithm benchmarking and optimization (#670) (@ChrisRackauckas-Claude)
• Potentially fix triangular solve of MKL? (#680) (@ChrisRackauckas)

Closed issues:

• MKLLUFactorization broken with v3.25.0? (#679)

v3.25.0

LinearSolve v3.25.0

Diff since v3.24.0

Merged pull requests:

• Apply JuliaFormatter to fix code formatting (#663) (@ChrisRackauckas)
• Fix unnecessary line splits following Catalyst.jl PR #1306 (#664) (@ChrisRackauckas)
• CompatHelper: bump compat for KrylovKit in [weakdeps] to 0.10, (keep existing compat) (#665) (@github-actions[bot])
• Complete BLIS integration with reference LAPACK (#666) (@ChrisRackauckas-Claude)
• Complete native binary triangular solve for MKL and BLIS (#667) (@ChrisRackauckas-Claude)
• Fix slow triangular matrix solves by using DirectLdiv! (#672) (@ChrisRackauckas-Claude)
• Add CUSOLVERRF.jl integration for GPU-accelerated sparse LU factorization (#673) (@ChrisRackauckas-Claude)
• Safety measures around AppleAccelerate (#676) (@ChrisRackauckas)

Closed issues:

• Slow triangular solves (#671)

v3.24.0

LinearSolve v3.24.0

Diff since v3.23.0

Merged pull requests:

• Enable "WIP: Wrap BLIS" with reference LAPACK (#498) (@jd-foster)
• Apply JuliaFormatter to fix formatting CI (#642) (@ChrisRackauckas)
• Remove Julia v1.9 get_extension compatibility code (#644) (@ChrisRackauckas)
• Apply JuliaFormatter to fix code formatting (#645) (@ChrisRackauckas)
• Remove outdated Julia version checks (#647) (@ChrisRackauckas)
• Fix docstring of UMFPACKFactorization and KLUFactorization (#649) (@mariekeosw)
• Add test for ForwardDiff with StaticArrays (#650) (@jClugstor)
• Add comprehensive spell checking configuration (#657) (@ChrisRackauckas)
• [ci skip] Fix spelling errors (#658) (@ChrisRackauckas)
• Revert "Add test for ForwardDiff with StaticArrays " (#659) (@ChrisRackauckas)
• Fix Julia deprecation warnings in CI scripts and tests (#662) (@ChrisRackauckas)

v3.23.0

LinearSolve v3.23.0

Diff since v3.22.0

Merged pull requests:

• Fix LinearSolveCUDAExt.jl (#639) (@ChrisRackauckas)

v3.22.0

LinearSolve v3.22.0

Diff since v3.21.0

Merged pull requests:

• Setup the codebase to use explicit imports (#636) (@ChrisRackauckas)

v3.21.0

LinearSolve v3.21.0

Diff since v3.20.0

Merged pull requests:

• Use explicit imports (#635) (@ChrisRackauckas)
• Test and fix 32-bit (#637) (@ChrisRackauckas)