Vorcyc.Mathematics.Extensions.FFTW 0.10.3

There is a newer version of this package available.
See the version list below for details.

dotnet add package Vorcyc.Mathematics.Extensions.FFTW --version 0.10.3

NuGet\Install-Package Vorcyc.Mathematics.Extensions.FFTW -Version 0.10.3

This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package.

<PackageReference Include="Vorcyc.Mathematics.Extensions.FFTW" Version="0.10.3" />

For projects that support PackageReference, copy this XML node into the project file to reference the package.

<PackageVersion Include="Vorcyc.Mathematics.Extensions.FFTW" Version="0.10.3" />
                    

                            Directory.Packages.props

<PackageReference Include="Vorcyc.Mathematics.Extensions.FFTW" />
                    

                            Project file

For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package.

paket add Vorcyc.Mathematics.Extensions.FFTW --version 0.10.3

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

#r "nuget: Vorcyc.Mathematics.Extensions.FFTW, 0.10.3"

#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package.

#:package Vorcyc.Mathematics.Extensions.FFTW@0.10.3

#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package.

#addin nuget:?package=Vorcyc.Mathematics.Extensions.FFTW&version=0.10.3
                    

                            Install as a Cake Addin

#tool nuget:?package=Vorcyc.Mathematics.Extensions.FFTW&version=0.10.3
                    

                            Install as a Cake Tool

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

Vorcyc.Mathematics

High-performance .NET 10 math library: SIMD/parallel CPU numerics, signal processing, deep learning, machine learning, statistics, linear algebra, and calculus.

VMath logo

Version: 0.10.3 · TFM: net10.0 · NuGet: Vorcyc.Mathematics

中文说明

Vorcyc® Mathematics targets .NET 10+, emphasizing SIMD and parallel CPU performance, accurate numerics, and modular APIs for DSP, deep learning, and classical ML.

Minimum target: .NET 10.0

Features

SIMD-accelerated CPU execution
Parallel execution via ComputingContext (scalar / SIMD / parallel / auto)
Generic math (INumber, spans, tensors)
No GPU in the main package — CPU-only; ILGPU removed (see GPU policy)

Dependencies

System.Numerics.Tensors 10.0.9

Modules

Core — arrays, constants, RNG, trigonometry, pinnable buffers.
→ wiki_en/Module_Core.md

ComputingContext — execution policy, ComputingScope; integrated into FFT, statistics, linear algebra, batch DL, MFCC, Mel frontends, and Trainer.Fit*.
→ wiki_en/Module_ComputingContext.md

Deep learning (0.9) — BatchTensor (NHWC), BatchSequential / Sequential, 20+ batch layers, Trainer.Fit*, ModelSerializer v3.
→ wiki_en/Module_DeepLearning.md

Linear algebra → wiki_en/Module_LinearAlgebra.md

Machine learning (0.9) — classifiers, regressors, pipelines, trees/forests, boosting, CV, grid search.
→ wiki_en/Module_MachineLearning.md

Signal processing — Signal / SignalSegment as primary time-domain APIs; FFT, filters, MFCC, effects.
→ wiki_en/Module_SignalProcessing.md

Numerics — extended integer/float/complex/rational types.
→ wiki_en/Module_Numerics.md

Statistics — reductions, distributions, time series, extreme values.
→ wiki_en/Module_Statistics.md

Calculus — integration, derivatives, ODEs, root finding, series.
→ wiki_en/Module_Calculus.md

Extension packages

FFTW (Vorcyc.Mathematics.Extensions.FFTW) — native FFTW bindings for high-performance DFTs.
→ wiki_en/Module_Extensions_FFTW.md

Quick start

dotnet add package Vorcyc.Mathematics

dotnet build targets/dotNET10_Portable/dotNET10_Portable.csproj -c Release
dotnet run --project Examples/Core_example -c Release

dotnet run --project TESTS/core_module_test/core_module_test.csproj -c Release
dotnet run --project TESTS/DL_module_test/DL_module_test.csproj -c Release

Solution layout

Path	Purpose
`shared projects/`	Shared `.projitems` compiled into the portable package
`targets/dotNET10_Portable/`	Main NuGet project (`Vorcyc.Mathematics`)
`targets/dotNET10_Portable_Extensions_FFTW/`	Optional FFTW native extension
`TESTS/`	Module test executables
`Examples/`	Standalone sample apps (not on NuGet)
`benchmarks/`	BenchmarkDotNet projects
`wiki_en/`	English wiki (`HOME.md`; packed as NuGet README)
`wiki_hans/`	Simplified Chinese wiki (independent)
`docs/`	License, logos, documentation index

Open Vorcyc.Mathematics.slnx in Visual Studio or build individual projects with dotnet.

Examples

Standalone projects under Examples/ (not shipped on NuGet):

Project	Focus	Command
`Core_example`	ComputingContext, matrix multiply, VectorSpan	`dotnet run --project Examples/Core_example`
`SignalProcessing_example`	Signal, FFT, MFCC, filters	`dotnet run --project Examples/SignalProcessing_example`
`DeepLearning_example`	Training, CNN+MLP, serialization	`dotnet run --project Examples/DeepLearning_example`
`Audio_example`	NAudio WAV I/O, MFCC classifier	`dotnet run --project Examples/Audio_example`
`MachineLearning_example`	Tabular ML pipelines	`dotnet run --project Examples/MachineLearning_example`
`Calculus_example`	Integration, ODE, root finding	`dotnet run --project Examples/Calculus_example`
`Colorization_example`	ColorNet / ChromaGAN (Emgu.CV, Windows)	`dotnet run --project Examples/Colorization_example`

→ wiki_en/Module_Examples.md

Documentation

Document	Role
readme.md (this file)	English solution overview
readme_zh.md	Chinese solution overview
wiki_en/HOME.md	English wiki home — full API manuals (NuGet README source)
wiki_hans/HOME_zh.md	Chinese wiki home — full API manuals

The two wikis are maintained independently. This solution README is a separate entry point and does not replace the wikis.

License

See docs/License.txt.

Product	Compatible and additional computed target framework versions.
.NET	net10.0 is compatible. net10.0-android was computed. net10.0-browser was computed. net10.0-ios was computed. net10.0-maccatalyst was computed. net10.0-macos was computed. net10.0-tvos was computed. net10.0-windows was computed.

Compatible target framework(s)

Included target framework(s) (in package)

Learn more about Target Frameworks and .NET Standard.

net10.0
- Vorcyc.Mathematics (>= 0.10.3)

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version	Downloads	Last Updated
0.11.0	47	10/16/2026
0.10.24	100	10/2/2026
0.10.23	102	10/1/2026
0.10.22	93	10/1/2026
0.10.20	116	9/20/2026
0.10.19	115	9/13/2026
0.10.18	104	9/13/2026
0.10.17	112	9/4/2026
0.10.16	104	9/4/2026
0.10.15	122	8/25/2026
0.10.14	130	8/14/2026
0.10.13	126	8/13/2026
0.10.12	123	8/13/2026
0.10.11	123	8/7/2026
0.10.10	125	8/6/2026
0.10.9	129	8/3/2026
0.10.8	132	8/2/2026
0.10.7	129	7/31/2026
0.10.6	123	7/31/2026
0.10.3	118	7/15/2026