gwsnr

Contents:

  • Installation
  • Code Overview
  • Summary
  • Performance Summary
  • Noise-Weighted Inner Product Method
  • Detection Statistics of Gravitational Waves
  • Power Spectral Density (PSD) in Gravitational-Wave Data Analysis
  • The Partial Scaling Interpolation Method
  • Probability of Detection Calculation
  • Horizon Distance
  • ANN-based Pdet Estimation
  • Hybrid Strategy for Spin-Precessing Systems

API:

  • gwsnr.core
  • gwsnr.threshold
  • gwsnr.numba
  • gwsnr.jax
  • gwsnr.mlx
  • gwsnr.ann
  • gwsnr.ripple
  • gwsnr.utils

Examples:

  • Optimal Signal to Noise Ratio (SNR) generation and comparison
  • Probability of Detection (Pdet) generation and comparison
  • ANN Model creation and testing
  • SNR Threshold Finder Example
  • Horizon Distance Calculation with Mass-Dependent SNR Thresholds
gwsnr
  • Overview: module code

All modules for which code is available

  • gwsnr.ann.ann_model_generator
  • gwsnr.core.gwsnr
  • gwsnr.jax.jaxjit_functions
  • gwsnr.jax.jaxjit_interpolators
  • gwsnr.mlx.mlx_functions
  • gwsnr.mlx.mlx_interpolators
  • gwsnr.numba.njit_functions
  • gwsnr.numba.njit_interpolators
  • gwsnr.ripple.rippleinnerproduct
  • gwsnr.threshold.crossentropydifference
  • gwsnr.threshold.snrthresholdfinder
  • gwsnr.utils.multiprocessing_routine
  • gwsnr.utils.utils

© Copyright 2023, Phurailatpam Hemantakumar.

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