v3.36.0

LinearSolve v3.36.0

Diff since v3.35.0

Merged pull requests:

• Add OpenBLASLUFactorization implementation (#745) (@ChrisRackauckas-Claude)
• Add availability checks for MKL and OpenBLAS similar to AppleAccelerate (#751) (@ChrisRackauckas-Claude)

v3.35.0

LinearSolve v3.35.0

Diff since v3.34.0

Merged pull requests:

• Add mixed precision LU factorization methods (#746) (@ChrisRackauckas-Claude)
• Fix method override in CUDA (#748) (@ChrisRackauckas)
• Add missing LinearVerbosity imports to extensions (#749) (@ChrisRackauckas-Claude)

v3.34.0

LinearSolve v3.34.0

Diff since v3.33.0

Merged pull requests:

• Cleanup pardiso test (#741) (@j-fu)
• Fix missing imports in CUDA extension (#742) (@ChrisRackauckas-Claude)

v3.33.0

LinearSolve v3.33.0

Diff since v3.32.0

Merged pull requests:

• Use verbosity system (#622) (@jClugstor)

v3.32.0

LinearSolve v3.32.0

Diff since v3.31.0

Merged pull requests:

• Add BLISLUFactorization, CudaOffloadLUFactorization, and MetalLUFactorization to default solver choices (#733) (@ChrisRackauckas-Claude)

v3.31.0

LinearSolve v3.31.0

Diff since v3.30.0

Merged pull requests:

• Comprehensive docstring improvements for core LinearSolve types and functions (#728) (@ChrisRackauckas-Claude)
• Display NaN values in LinearSolveAutotune telemetry output (#729) (@ChrisRackauckas-Claude)
• Add complete autotune preference integration with availability checking (#730) (@ChrisRackauckas-Claude)
• Update LinearSolveAutotune preferences integration for dual preference system (#731) (@ChrisRackauckas-Claude)

v3.30.0

LinearSolve v3.30.0

Diff since v3.29.0

Merged pull requests:

• CompatHelper: bump compat for ForwardDiff in [weakdeps] to 1, (keep existing compat) (#726) (@github-actions[bot])

v3.29.0

LinearSolve v3.29.0

Diff since v3.28.0

Merged pull requests:

• Add FastLapackInterface.jl's LU to LinearSolveAutotune (#714) (@ChrisRackauckas-Claude)
• Update compat bounds to drop support for packages older than 3 months (#715) (@ChrisRackauckas-Claude)
• Add maxtime parameter to LinearSolveAutotune for timeout handling (#716) (@ChrisRackauckas-Claude)
• Fix hanging issue in autotune timeout mechanism (#717) (@ChrisRackauckas-Claude)
• Improve timeout handling: skip timed-out algorithms and cap big benchmarks at 15000 (#718) (@ChrisRackauckas-Claude)
• Revert timeout handling in autotune to use maxtime blocking (#719) (@ChrisRackauckas-Claude)
• CompatHelper: bump compat for AMDGPU in [weakdeps] to 2, (keep existing compat) (#720) (@github-actions[bot])
• Pure-Julia Sparse Cholesky (#721) (@samuelsonric)
• Improve constructor. (#722) (@samuelsonric)
• Add warning messages when algorithms are skipped in autotune benchmarking (#723) (@ChrisRackauckas-Claude)
• Get rid of deepcopy, put Dual types in type system (#724) (@jClugstor)

Closed issues:

• Use of deepcopy doesn't trim well (#648)

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)