# High-Performance Wavelet Lifting Transforms

## Documentation for package ‘rLifting’ version 1.0.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

rLifting-package | rLifting: High-Performance Wavelet Lifting Transforms
benchmark_adlift | adlift Benchmark Results
benchmark_adlift_irregular | adlift Irregular-Grid Benchmark Results
benchmark_nlt | nlt Benchmark Results
benchmark_nlt_irregular | nlt Irregular-Grid Benchmark Results
benchmark_rlifting | rLifting Offline/Causal Benchmark Results
benchmark_rlifting_irregular | rLifting Irregular-Grid Benchmark Results
benchmark_wavethresh | wavethresh Benchmark Results
compute_adaptive_threshold | Calculate Adaptive Threshold (Universal / Recursive)
custom_wavelet | Create a custom wavelet
denoise_signal_causal | Causal Batch Denoising (Turbo Simulation)
denoise_signal_offline | Offline Denoising (Global Batch)
diagnose_wavelet | Complete Wavelet Diagnosis
doppler_example | Noisy Doppler Signal Example
ilwt | Inverse Lifting Wavelet Transform ('C++' Accelerated)
lifting_scheme | Lifting Scheme Constructor
lift_step | Create an individual Lifting Step
lwt | Lifting Wavelet Transform (Forward)
new_wavelet_stream | Create an Adaptive Wavelet Stream Processor ('C++' Core)
plot.adaptive_thresholds | Plot method for Adaptive Thresholds
plot.lifting_scheme | Plot method for Lifting Scheme
plot.lwt | Plot method for LWT Decomposition
print.adaptive_thresholds | Print method for Adaptive Thresholds
print.lifting_scheme | Print method
print.lwt | Print method for LWT
print.wavelet_diagnosis | Print method for Wavelet Diagnosis
print.wavelet_stream | Print method for Wavelet Stream Processor
rLifting | rLifting: High-Performance Wavelet Lifting Transforms
threshold | General Thresholding Wrapper
threshold_hard | Hard Thresholding
threshold_scad | SCAD Shrinkage (Antoniadis & Fan, 2001)
threshold_semisoft | Semisoft Shrinkage (Hyperbolic)
threshold_soft | Soft Thresholding
tune_alpha_beta | Tune Adaptive Threshold Parameters via SURE
validate_compact_support | Validate Compact Support (FIR Compliance)
validate_orthogonality | Validate Orthogonality (Energy Conservation)
validate_perfect_reconstruction | Validate Perfect Reconstruction (Stress Test)
validate_shift_sensitivity | Validate Shift Sensitivity (Shift Variance)
validate_vanishing_moments | Validate Vanishing Moments
visualize_wavelet_basis | Visualize Basis Functions (Scaling and Wavelet)