High-Performance Wavelet Lifting Transforms
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Documentation for package ‘rLifting’ version 1.0.0
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) |