lertest

This repo includes test (jupyter-lab) examples for ler JOSS publication.

Uses ler v0.6.0

How to install ler with uv

uv pip install ler==0.6.0

If you have UV installed, you can also install ler with pip:

pip install ler==0.6.0

Included Examples

JOSS Paper Related Examples

• batch_sampling_gwrates.ipynb

  • Batch Sampling, Statistical Uncertainty and Rate Convergence

• batch_sampling_ler.ipynb

  • Batch Sampling, Statistical Uncertainty and Rate Convergence
  • Unlensed Case
  • Lensed Case

• ler_speed_test.ipynb

  • No-njit and No-parallelization
  • Yes-njit and Yes-parallelization

• selection_function.ipynb

  • Selection Function calculation with changing hyperparameters of mass model.

• LeR_model_uncertainty.ipynb

  • Rate calculation with uncertainty in cosmology, merger rate density, mass distribution and velocity-dispersion (lens-galaxy) distribution.

General Examples

• GWRATES_complete_examples.ipynb

  • sampling and rate calculation for unlensed events.

• LeR_short_examples.ipynb, LeR_custom_functions.ipynb, LeR_advanced_sampling.ipynb

  • sampling and rate calculation for unlensed and lensed events with short examples.