procrustes

Estimate Procrustes distance using method-of-moments in the double undersampling regime.

API Reference

• cross_moment
  • Estimator families
  • Plugin wrappers
  • CrossMomentEstimate
  • _validate_cross_moment_inputs()
  • _falling_factorial()
  • _cycle_normalization()
  • _exclusive_prefix_sum()
  • brute_force_cross_moment()
  • exact_cross_moment_order1()
  • _sample_ordered_without_replacement()
  • sampled_cross_moment()
  • _increasing_cross_cycle_sum()
  • _increasing_cross_cycle_sums()
  • dp_cross_moment()
  • dp_cross_moments()
  • _jax_exclusive_prefix_sum()
  • _jax_raw_sums_one_perm()
  • _jax_run()
  • dp_cross_moments_jax()
  • unbiased_cross_moments()
  • plugin_cross_covariance()
  • plugin_singular_values()
  • plugin_nuclear_norm()
  • plugin_auto_nuclear()
  • plugin_cross_moments()
• bootstrap
  • bootstrap_moment_covariance()
• moment_artifacts
  • MomentRunArtifact
  • OptimizationFitArtifact
  • write_moment_run()
  • write_optimization_fit()
  • save_artifacts_hdf5()
  • read_moment_run_hdf5()
  • read_fit_hdf5()
• opt
  • SpectrumLPFit
  • SqrtQPFit
  • approximation_only_true_moment_diagnostic()
  • build_moment_matrix()
  • compute_population_moments()
  • evaluate_true_nuclear_norm()
  • make_grid()
  • run_population_bound_diagnostic()
  • solve_functional_lp_bounds()
  • solve_spectrum_recovery_lp()
  • solve_sqrt_qp()
  • opt.spectrum_lp
  • opt.sqrt_qp