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[OpenBLAS] Port the LAPACK factorisations to a native managed C# backend
architectureCross-cutting structural changes affecting multiple componentsCross-cutting structural changes affecting multiple componentsenhancementNew feature or requestNew feature or requestNumPy 2.x ComplianceAligns behavior with NumPy 2.x (NEPs, breaking changes)Aligns behavior with NumPy 2.x (NEPs, breaking changes)Status: Open.#627 In SciSharp/NumSharp;[NumPy Parity] Neural Networks Project to fully train byte-identical weights on training
apiPublic API surface (np.*, NDArray methods, operators)Public API surface (np.*, NDArray methods, operators)bugSomething isn't workingSomething isn't workingcoreInternal engine: Shape, Storage, TensorEngine, iteratorsInternal engine: Shape, Storage, TensorEngine, iteratorsNumPy 2.x ComplianceAligns behavior with NumPy 2.x (NEPs, breaking changes)Aligns behavior with NumPy 2.x (NEPs, breaking changes)Status: Open.#626 In SciSharp/NumSharp;- Status: Open.#615 In SciSharp/NumSharp;
[Performance] SIMD Vector512 Coverage Gaps
coreInternal engine: Shape, Storage, TensorEngine, iteratorsInternal engine: Shape, Storage, TensorEngine, iteratorsenhancementNew feature or requestNew feature or requestperformancePerformance improvements or optimizationsPerformance improvements or optimizationsStatus: Open.[Performance] ClipNDArray with @out does redundant copy
apiPublic API surface (np.*, NDArray methods, operators)Public API surface (np.*, NDArray methods, operators)performancePerformance improvements or optimizationsPerformance improvements or optimizationsStatus: Open.#595 In SciSharp/NumSharp;[Core] NumPy String support in NumSharp
apiPublic API surface (np.*, NDArray methods, operators)Public API surface (np.*, NDArray methods, operators)coreInternal engine: Shape, Storage, TensorEngine, iteratorsInternal engine: Shape, Storage, TensorEngine, iteratorsenhancementNew feature or requestNew feature or requestmissing feature/sNumPy function not yet implemented in NumSharpNumPy function not yet implemented in NumSharpNumPy 2.x ComplianceAligns behavior with NumPy 2.x (NEPs, breaking changes)Aligns behavior with NumPy 2.x (NEPs, breaking changes)Status: Open.[Goal] LinearRegression: Near-Identical Python→C# Translation
enhancementNew feature or requestNew feature or requestStatus: Open.Performance: Replace heap allocations with stackalloc in 74+ hot paths
coreInternal engine: Shape, Storage, TensorEngine, iteratorsInternal engine: Shape, Storage, TensorEngine, iteratorsperformancePerformance improvements or optimizationsPerformance improvements or optimizationsStatus: Open.[Types] Add timedelta64 support
coreInternal engine: Shape, Storage, TensorEngine, iteratorsInternal engine: Shape, Storage, TensorEngine, iteratorsdocumentation-neededFeature requires documentation after implementation or depiction of lack of documentationFeature requires documentation after implementation or depiction of lack of documentationenhancementNew feature or requestNew feature or requestmissing feature/sNumPy function not yet implemented in NumSharpNumPy function not yet implemented in NumSharpStatus: Open.[Types] Add datetime64 support
coreInternal engine: Shape, Storage, TensorEngine, iteratorsInternal engine: Shape, Storage, TensorEngine, iteratorsdocumentation-neededFeature requires documentation after implementation or depiction of lack of documentationFeature requires documentation after implementation or depiction of lack of documentationenhancementNew feature or requestNew feature or requestmissing feature/sNumPy function not yet implemented in NumSharpNumPy function not yet implemented in NumSharpStatus: Open.[Types] Add complex64 support
coreInternal engine: Shape, Storage, TensorEngine, iteratorsInternal engine: Shape, Storage, TensorEngine, iteratorsdocumentation-neededFeature requires documentation after implementation or depiction of lack of documentationFeature requires documentation after implementation or depiction of lack of documentationenhancementNew feature or requestNew feature or requestmissing feature/sNumPy function not yet implemented in NumSharpNumPy function not yet implemented in NumSharpStatus: Open.[Array API Standard] Cross-Platform Array Library Compatibility
apiPublic API surface (np.*, NDArray methods, operators)Public API surface (np.*, NDArray methods, operators)architectureCross-cutting structural changes affecting multiple componentsCross-cutting structural changes affecting multiple componentsenhancementNew feature or requestNew feature or requestNumPy 2.x ComplianceAligns behavior with NumPy 2.x (NEPs, breaking changes)Aligns behavior with NumPy 2.x (NEPs, breaking changes)Status: Open.