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go-dsp

go-dsp

go-dsp

🌐 Website · 📚 Documentation

Digital signal processing in pure Go (CGO=0): filter design and filtering, spectral estimation and resampling, with the semantics of SciPy's scipy.signal.

signal provides IIR and FIR design (Butterworth, Chebyshev, elliptic, Bessel, Parks–McClellan, windows), filtering and zero-phase filtering, convolution, Welch, STFT and Lomb–Scargle spectral estimation, resampling and peak finding. Its tests replay recorded answers of SciPy 1.18.1, and its documentation records the maximum error in ULPs and the time against SciPy on one core. Wavelets and audio I/O are planned in this organisation and not started.

z, _ := signal.Butter(8, []float64{0.2}, signal.Lowpass, nil) // zeros, poles, gain
sos, _ := z.SOS(false)                                        // second-order sections
y, _ := signal.SOSFiltFilt(sos, x, nil)                       // zero-phase filtering
f, p, _ := signal.Welch(x, &signal.SpectralOptions{Fs: 1000, Nperseg: 1024})

Repositories

Repo What it is
signal released v0.1.0: filter design (IIR, FIR, windows), filtering, convolution, spectral estimation, resampling, peak finding
docs the documentation site (Hugo + Hextra), served at /docs/
go-dsp.github.io the landing page (Hugo)
brand logo, icons and social images

signal is part of an ecosystem with go-fft (transforms and windows), go-numerics (special functions), go-simd (the SIMD dot product) and go-ndarray (N-dimensional arrays).

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  1. signal signal Public

    Signal processing in pure Go: filter design, filtering, spectral estimation, resampling, peak finding (SciPy/MATLAB semantics)

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  3. .github .github Public

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  4. go-dsp.github.io go-dsp.github.io Public

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