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GraphSignalProcessing

torsh_graph::spectral

Struct GraphSignalProcessing

pub struct GraphSignalProcessing;

Expand description

Graph signal processing utilities

Implementations§

impl GraphSignalProcessing

pub fn graph_fourier_transform( graph: &GraphData, signal: &Tensor, ) -> Result<Tensor, TorshError>

Graph Fourier transform

pub fn inverse_graph_fourier_transform( graph: &GraphData, spectral_signal: &Tensor, ) -> Result<Tensor, TorshError>

Inverse graph Fourier transform

pub fn low_pass_filter( graph: &GraphData, signal: &Tensor, cutoff: usize, ) -> Result<Tensor, TorshError>

Low-pass filter on graph signal

pub fn high_pass_filter( graph: &GraphData, signal: &Tensor, cutoff: usize, ) -> Result<Tensor, TorshError>

High-pass filter on graph signal

Auto Trait Implementations§

impl Freeze for GraphSignalProcessing

impl RefUnwindSafe for GraphSignalProcessing

impl Send for GraphSignalProcessing

impl Sync for GraphSignalProcessing

impl Unpin for GraphSignalProcessing

impl UnsafeUnpin for GraphSignalProcessing

impl UnwindSafe for GraphSignalProcessing

Blanket Implementations§

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