# Method documentation coverage

This generated report records the documentation source used for each catalog entry. It is a content-coverage check, not a parity score.

- Catalog entries: **232**
- Curated scientific records: **239**
- Resolved documentation pages: **232**

| Catalog id | Documentation page | Scientific record |
|---|---|---|
| `aom_pop.aom_chain_fixed_fit` | [aom_pop_aom_chain_fixed_fit](aom_pop_aom_chain_fixed_fit.md) | curated |
| `aom_pop.aom_chain_ridge_pls` | [aom_chain_ridge_pls](aom_chain_ridge_pls.md) | curated |
| `aom_pop.aom_chain_screen_refit` | [aom_pop_aom_chain_screen_refit](aom_pop_aom_chain_screen_refit.md) | curated |
| `aom_pop.aom_chain_sweep` | [aom_chain_sweep_run](aom_chain_sweep_run.md) | curated |
| `aom_pop.aom_pls` | [aom_pls](aom_pls.md) | curated |
| `aom_pop.aom_pls_superblock` | [aom_pls_superblock](aom_pls_superblock.md) | curated |
| `aom_pop.aom_preprocessing` | [aom_preprocess](aom_preprocess.md) | curated |
| `aom_pop.aom_ridge_pls_superblock` | [aom_ridge_pls_superblock](aom_ridge_pls_superblock.md) | curated |
| `aom_pop.aom_staged_chain_campaign` | [aom_staged_chain_campaign](aom_staged_chain_campaign.md) | curated |
| `aom_pop.aom_sweep` | [aom_sweep_run](aom_sweep_run.md) | curated |
| `aom_pop.calibration` | [aom_pop_calibration](aom_pop_calibration.md) | curated |
| `aom_pop.linear_ridge_stack` | [aom_pop_linear_ridge_stack](aom_pop_linear_ridge_stack.md) | curated |
| `aom_pop.linear_stack_compress` | [aom_pop_linear_stack_compress](aom_pop_linear_stack_compress.md) | curated |
| `aom_pop.operator_pls_stack` | [aom_operator_pls_stack](aom_operator_pls_stack.md) | curated |
| `aom_pop.pop_pls` | [pop_pls](pop_pls.md) | curated |
| `aom_pop.ridge_active_superblock` | [aom_ridge_active_superblock](aom_ridge_active_superblock.md) | curated |
| `aom_pop.ridge_blender` | [aom_ridge_blender](aom_ridge_blender.md) | curated |
| `aom_pop.ridge_global` | [aom_ridge_global](aom_ridge_global.md) | curated |
| `aom_pop.ridge_mkl_superblock` | [aom_ridge_mkl_superblock](aom_ridge_mkl_superblock.md) | curated |
| `aom_pop.ridge_superblock` | [aom_ridge_superblock](aom_ridge_superblock.md) | curated |
| `aom_pop.robust_hpo` | [aom_robust_hpo](aom_robust_hpo.md) | curated |
| `augmentation.drift.linear_drift` | [aug_linear_drift](aug_linear_drift.md) | curated |
| `augmentation.drift.path_length` | [aug_path_length](aug_path_length.md) | curated |
| `augmentation.drift.poly_drift` | [aug_poly_drift](aug_poly_drift.md) | curated |
| `augmentation.edge_artifacts.detector_rolloff` | [aug_detector_rolloff](aug_detector_rolloff.md) | curated |
| `augmentation.edge_artifacts.edge_artifacts` | [aug_edge_artifacts](aug_edge_artifacts.md) | curated |
| `augmentation.edge_artifacts.edge_curvature` | [aug_edge_curve](aug_edge_curve.md) | curated |
| `augmentation.edge_artifacts.stray_light` | [aug_stray_light](aug_stray_light.md) | curated |
| `augmentation.edge_artifacts.truncated_peak` | [aug_truncated_peak](aug_truncated_peak.md) | curated |
| `augmentation.environmental.moisture` | [aug_moisture](aug_moisture.md) | curated |
| `augmentation.environmental.temperature` | [aug_temperature](aug_temperature.md) | curated |
| `augmentation.mixup.local_mixup` | [aug_local_mixup](aug_local_mixup.md) | curated |
| `augmentation.mixup.mixup` | [aug_mixup](aug_mixup.md) | curated |
| `augmentation.noise.gaussian_noise` | [aug_gaussian_noise](aug_gaussian_noise.md) | curated |
| `augmentation.noise.hetero_noise` | [aug_hetero_noise](aug_hetero_noise.md) | curated |
| `augmentation.noise.multiplicative_noise` | [aug_multiplicative_noise](aug_multiplicative_noise.md) | curated |
| `augmentation.noise.spike_noise` | [aug_spike_noise](aug_spike_noise.md) | curated |
| `augmentation.random.random_x_op` | [aug_random_x_op](aug_random_x_op.md) | curated |
| `augmentation.random.rotate_translate` | [aug_rotate_translate](aug_rotate_translate.md) | curated |
| `augmentation.scattering.batch_effect` | [aug_batch_effect](aug_batch_effect.md) | curated |
| `augmentation.scattering.dead_band` | [aug_dead_band](aug_dead_band.md) | curated |
| `augmentation.scattering.emsc_distort` | [aug_emsc_distort](aug_emsc_distort.md) | curated |
| `augmentation.scattering.instrument_broaden` | [aug_instrument_broaden](aug_instrument_broaden.md) | curated |
| `augmentation.scattering.particle_size` | [aug_particle_size](aug_particle_size.md) | curated |
| `augmentation.scattering.scatter_sim_msc` | [aug_scatter_sim](aug_scatter_sim.md) | curated |
| `augmentation.spectral.band_mask` | [aug_band_mask](aug_band_mask.md) | curated |
| `augmentation.spectral.band_perturb` | [aug_band_perturb](aug_band_perturb.md) | curated |
| `augmentation.spectral.channel_dropout` | [aug_channel_dropout](aug_channel_dropout.md) | curated |
| `augmentation.spectral.gauss_jitter` | [aug_gauss_jitter](aug_gauss_jitter.md) | curated |
| `augmentation.spectral.local_clip` | [aug_local_clip](aug_local_clip.md) | curated |
| `augmentation.spectral.magnitude_warp` | [aug_magnitude_warp](aug_magnitude_warp.md) | curated |
| `augmentation.spectral.unsharp_mask` | [aug_unsharp_mask](aug_unsharp_mask.md) | curated |
| `augmentation.splines.spline_curve_simplification` | [aug_spline_curve_simplify](aug_spline_curve_simplify.md) | curated |
| `augmentation.splines.spline_smoothing` | [aug_spline_smooth](aug_spline_smooth.md) | curated |
| `augmentation.splines.spline_x_perturbations` | [aug_spline_x_perturb](aug_spline_x_perturb.md) | curated |
| `augmentation.splines.spline_x_simplification` | [aug_spline_x_simplify](aug_spline_x_simplify.md) | curated |
| `augmentation.splines.spline_y_perturbations` | [aug_spline_y_perturb](aug_spline_y_perturb.md) | curated |
| `augmentation.wavelength.local_warp` | [aug_local_warp](aug_local_warp.md) | curated |
| `augmentation.wavelength.wavelength_shift` | [aug_wavelength_shift](aug_wavelength_shift.md) | curated |
| `augmentation.wavelength.wavelength_stretch` | [aug_wavelength_stretch](aug_wavelength_stretch.md) | curated |
| `diagnostics.adjusted_rand_index` | [diagnostics_adjusted_rand_index](diagnostics_adjusted_rand_index.md) | curated |
| `diagnostics.approximate_press` | [approximate_press](approximate_press.md) | curated |
| `diagnostics.bh_adjust` | [diagnostics_bh_adjust](diagnostics_bh_adjust.md) | curated |
| `diagnostics.cluster_jaccard_matrix` | [diagnostics_cluster_jaccard_matrix](diagnostics_cluster_jaccard_matrix.md) | curated |
| `diagnostics.correlation_test` | [diagnostics_correlation_test](diagnostics_correlation_test.md) | curated |
| `diagnostics.energy_distance` | [diagnostics_energy_distance](diagnostics_energy_distance.md) | curated |
| `diagnostics.factor_association_exact` | [diagnostics_factor_association_exact](diagnostics_factor_association_exact.md) | curated |
| `diagnostics.group_means` | [diagnostics_group_means](diagnostics_group_means.md) | curated |
| `diagnostics.hdbscan` | [diagnostics_hdbscan](diagnostics_hdbscan.md) | curated |
| `diagnostics.holm_adjust` | [diagnostics_holm_adjust](diagnostics_holm_adjust.md) | curated |
| `diagnostics.linear_sum_assignment` | [diagnostics_linear_sum_assignment](diagnostics_linear_sum_assignment.md) | curated |
| `diagnostics.model_selection` | [one_se_rule](one_se_rule.md) | curated |
| `diagnostics.pca_monitor` | [diagnostics_pca_monitor](diagnostics_pca_monitor.md) | curated |
| `diagnostics.permanova` | [diagnostics_permanova](diagnostics_permanova.md) | curated |
| `diagnostics.permdisp` | [diagnostics_permdisp](diagnostics_permdisp.md) | curated |
| `diagnostics.pls_diagnostics` | [diagnostics_pls_diagnostics](diagnostics_pls_diagnostics.md) | curated |
| `diagnostics.pls_monitoring` | [pls_monitoring](pls_monitoring.md) | curated |
| `diagnostics.preflight_qualification` | [diagnostics_preflight_qualification](diagnostics_preflight_qualification.md) | curated |
| `diagnostics.regression_metrics` | [diagnostics_regression_metrics](diagnostics_regression_metrics.md) | curated |
| `diagnostics.regression_scores` | [diagnostics_regression_scores](diagnostics_regression_scores.md) | curated |
| `diagnostics.variance_components` | [diagnostics_variance_components](diagnostics_variance_components.md) | curated |
| `filters.composite` | [filter_composite](filter_composite.md) | curated |
| `filters.correlation` | [filter_correlation](filter_correlation.md) | curated |
| `filters.high_leverage` | [filter_leverage](filter_leverage.md) | curated |
| `filters.spectral_quality` | [filter_quality](filter_quality.md) | curated |
| `filters.variance` | [filter_variance](filter_variance.md) | curated |
| `filters.x_outlier` | [filter_x_outlier](filter_x_outlier.md) | curated |
| `filters.y_outlier` | [filter_y_outlier](filter_y_outlier.md) | curated |
| `models.classification.pls_lda` | [pls_lda](pls_lda.md) | curated |
| `models.classification.pls_logistic` | [pls_logistic](pls_logistic.md) | curated |
| `models.classification.pls_qda` | [pls_qda](pls_qda.md) | curated |
| `models.ensembles.bagging_pls` | [bagging_pls](bagging_pls.md) | curated |
| `models.ensembles.boosting_pls` | [boosting_pls](boosting_pls.md) | curated |
| `models.ensembles.moment_stack` | [models_ensembles_moment_stack](models_ensembles_moment_stack.md) | curated |
| `models.ensembles.random_subspace_pls` | [random_subspace_pls](random_subspace_pls.md) | curated |
| `models.heads.pls_cox` | [pls_cox](pls_cox.md) | curated |
| `models.heads.pls_glm` | [pls_glm](pls_glm.md) | curated |
| `models.local.lw_pls` | [lw_pls](lw_pls.md) | curated |
| `models.multiblock.mb_pls` | [mb_pls](mb_pls.md) | curated |
| `models.multiblock.mir_pls` | [mir_pls](mir_pls.md) | curated |
| `models.multiblock.o2pls` | [o2pls](o2pls.md) | curated |
| `models.multiblock.on_pls` | [on_pls](on_pls.md) | curated |
| `models.multiblock.rosa` | [rosa](rosa.md) | curated |
| `models.multiblock.so_pls` | [so_pls](so_pls.md) | curated |
| `models.pls.cppls` | [cppls](cppls.md) | curated |
| `models.pls.kernel` | [kernel_pls_rbf](kernel_pls_rbf.md) | curated |
| `models.pls.pcr` | [pcr](pcr.md) | curated |
| `models.pls.pls_fit_simple` | [pls](pls.md) | curated |
| `models.pls.pls_regression` | [models_pls_pls_regression](models_pls_pls_regression.md) | curated |
| `models.regularized.continuum_regression` | [continuum_regression](continuum_regression.md) | curated |
| `models.regularized.ridge` | [models_regularized_ridge](models_regularized_ridge.md) | curated |
| `models.regularized.ridge_pls` | [ridge_pls](ridge_pls.md) | curated |
| `models.regularized.robust_pls` | [robust_pls](robust_pls.md) | curated |
| `models.regularized.weighted_pls` | [weighted_pls](weighted_pls.md) | curated |
| `models.sparse.fused_sparse_pls` | [fused_sparse_pls](fused_sparse_pls.md) | curated |
| `models.sparse.group_sparse_pls` | [group_sparse_pls](group_sparse_pls.md) | curated |
| `models.sparse.sparse_pls_da` | [sparse_pls_da](sparse_pls_da.md) | curated |
| `models.sparse.sparse_simpls` | [sparse_simpls](sparse_simpls.md) | curated |
| `models.specialized.ecr` | [ecr](ecr.md) | curated |
| `models.specialized.gpr_pls` | [gpr_pls](gpr_pls.md) | curated |
| `models.specialized.missing_aware_nipals` | [missing_aware_nipals](missing_aware_nipals.md) | curated |
| `models.specialized.recursive` | [recursive_pls](recursive_pls.md) | curated |
| `models.specialized.tensor_pls` | [n_pls](n_pls.md) | curated |
| `models.transfer.di_pls` | [di_pls](di_pls.md) | curated |
| `models.transfer.ds` | [ds](ds.md) | curated |
| `models.transfer.pds` | [pds](pds.md) | curated |
| `preprocessing.alignment.cow_align` | [pp_cow_align](pp_cow_align.md) | curated |
| `preprocessing.alignment.dtw_align` | [pp_dtw_align](pp_dtw_align.md) | curated |
| `preprocessing.alignment.icoshift_align` | [pp_icoshift_align](pp_icoshift_align.md) | curated |
| `preprocessing.alignment.xcorr_align` | [pp_xcorr_align](pp_xcorr_align.md) | curated |
| `preprocessing.baselines.airpls` | [pp_airpls](pp_airpls.md) | curated |
| `preprocessing.baselines.arpls` | [pp_arpls](pp_arpls.md) | curated |
| `preprocessing.baselines.asls` | [pp_asls](pp_asls.md) | curated |
| `preprocessing.baselines.beads` | [pp_beads](pp_beads.md) | curated |
| `preprocessing.baselines.detrend` | [pp_detrend](pp_detrend.md) | curated |
| `preprocessing.baselines.iasls` | [pp_iasls](pp_iasls.md) | curated |
| `preprocessing.baselines.imodpoly` | [pp_imodpoly](pp_imodpoly.md) | curated |
| `preprocessing.baselines.modpoly` | [pp_modpoly](pp_modpoly.md) | curated |
| `preprocessing.baselines.rolling_ball` | [pp_rolling_ball](pp_rolling_ball.md) | curated |
| `preprocessing.baselines.saps` | [pp_saps](pp_saps.md) | curated |
| `preprocessing.baselines.snip` | [pp_snip](pp_snip.md) | curated |
| `preprocessing.derivatives.derivate` | [pp_derivate](pp_derivate.md) | curated |
| `preprocessing.derivatives.first_derivative` | [pp_first_derivative](pp_first_derivative.md) | curated |
| `preprocessing.derivatives.norris_williams` | [pp_norris_williams](pp_norris_williams.md) | curated |
| `preprocessing.derivatives.savitzky_golay` | [pp_savgol](pp_savgol.md) | curated |
| `preprocessing.derivatives.second_derivative` | [pp_second_derivative](pp_second_derivative.md) | curated |
| `preprocessing.feature_selection.flexible_pca` | [pp_flex_pca](pp_flex_pca.md) | curated |
| `preprocessing.feature_selection.flexible_svd` | [pp_flex_svd](pp_flex_svd.md) | curated |
| `preprocessing.feature_selection.spectral_encoding` | [preprocessing_feature_selection_spectral_encoding](preprocessing_feature_selection_spectral_encoding.md) | curated |
| `preprocessing.orthogonalization.epo` | [pp_epo](pp_epo.md) | curated |
| `preprocessing.orthogonalization.osc` | [pp_osc](pp_osc.md) | curated |
| `preprocessing.resampling.crop` | [pp_crop](pp_crop.md) | curated |
| `preprocessing.resampling.kbins_discretizer` | [pp_kbins_disc](pp_kbins_disc.md) | curated |
| `preprocessing.resampling.range_discretizer` | [pp_range_disc](pp_range_disc.md) | curated |
| `preprocessing.resampling.resample_transformer` | [pp_resample](pp_resample.md) | curated |
| `preprocessing.resampling.resampler` | [pp_resampler](pp_resampler.md) | curated |
| `preprocessing.scaling.baseline` | [pp_baseline](pp_baseline.md) | curated |
| `preprocessing.scaling.log_transform` | [pp_log](pp_log.md) | curated |
| `preprocessing.scaling.normalize` | [pp_normalize](pp_normalize.md) | curated |
| `preprocessing.scaling.simple_scale` | [pp_simple_scale](pp_simple_scale.md) | curated |
| `preprocessing.scaling.standard_scale` | [preprocessing_scaling_standard_scale](preprocessing_scaling_standard_scale.md) | curated |
| `preprocessing.scatter.area_normalization` | [pp_area](pp_area.md) | curated |
| `preprocessing.scatter.emsc` | [pp_emsc](pp_emsc.md) | curated |
| `preprocessing.scatter.local_centering` | [pp_local_centering](pp_local_centering.md) | curated |
| `preprocessing.scatter.local_snv` | [pp_lsnv](pp_lsnv.md) | curated |
| `preprocessing.scatter.localized_msc` | [pp_localized_msc](pp_localized_msc.md) | curated |
| `preprocessing.scatter.msc` | [pp_msc](pp_msc.md) | curated |
| `preprocessing.scatter.piecewise_msc` | [pp_piecewise_msc](pp_piecewise_msc.md) | curated |
| `preprocessing.scatter.piecewise_snv` | [pp_piecewise_snv](pp_piecewise_snv.md) | curated |
| `preprocessing.scatter.robust_snv` | [pp_rnv](pp_rnv.md) | curated |
| `preprocessing.scatter.snv` | [pp_snv](pp_snv.md) | curated |
| `preprocessing.scatter.vsn` | [pp_vsn](pp_vsn.md) | curated |
| `preprocessing.scatter.weighted_snv` | [pp_weighted_snv](pp_weighted_snv.md) | curated |
| `preprocessing.signal_conversion.fraction_to_percent` | [pp_frac_to_pct](pp_frac_to_pct.md) | curated |
| `preprocessing.signal_conversion.from_absorbance` | [pp_from_absorbance](pp_from_absorbance.md) | curated |
| `preprocessing.signal_conversion.kubelka_munk` | [pp_kubelka_munk](pp_kubelka_munk.md) | curated |
| `preprocessing.signal_conversion.percent_to_fraction` | [pp_pct_to_frac](pp_pct_to_frac.md) | curated |
| `preprocessing.signal_conversion.to_absorbance` | [pp_to_absorbance](pp_to_absorbance.md) | curated |
| `preprocessing.smoothing.gaussian` | [pp_gaussian](pp_gaussian.md) | curated |
| `preprocessing.specialized.fck_static` | [pp_fck_static](pp_fck_static.md) | curated |
| `preprocessing.transfer.direct_standardization` | [pp_direct_standardization](pp_direct_standardization.md) | curated |
| `preprocessing.transfer.piecewise_direct_standardization` | [pp_piecewise_direct_standardization](pp_piecewise_direct_standardization.md) | curated |
| `preprocessing.transfer.robust_direct_standardization` | [pp_robust_direct_standardization](pp_robust_direct_standardization.md) | curated |
| `preprocessing.transfer.slope_bias` | [pp_slope_bias](pp_slope_bias.md) | curated |
| `preprocessing.wavelets.haar` | [pp_haar](pp_haar.md) | curated |
| `preprocessing.wavelets.wavelet` | [pp_wavelet](pp_wavelet.md) | curated |
| `preprocessing.wavelets.wavelet_denoise` | [pp_wavelet_denoise](pp_wavelet_denoise.md) | curated |
| `preprocessing.wavelets.wavelet_features` | [pp_wavelet_features](pp_wavelet_features.md) | curated |
| `preprocessing.wavelets.wavelet_pca` | [pp_wavelet_pca](pp_wavelet_pca.md) | curated |
| `preprocessing.wavelets.wavelet_svd` | [pp_wavelet_svd](pp_wavelet_svd.md) | curated |
| `selection.bipls` | [bipls_select](bipls_select.md) | curated |
| `selection.bve` | [bve_select](bve_select.md) | curated |
| `selection.cars` | [cars_select](cars_select.md) | curated |
| `selection.emcuve` | [emcuve_select](emcuve_select.md) | curated |
| `selection.ga` | [ga_select](ga_select.md) | curated |
| `selection.interval` | [interval_generator](interval_generator.md) | curated |
| `selection.ipw` | [ipw_select](ipw_select.md) | curated |
| `selection.irf` | [irf_select](irf_select.md) | curated |
| `selection.iriv` | [iriv_select](iriv_select.md) | curated |
| `selection.pso` | [pso_select](pso_select.md) | curated |
| `selection.random_frog` | [random_frog_select](random_frog_select.md) | curated |
| `selection.randomization` | [randomization_select](randomization_select.md) | curated |
| `selection.rep` | [rep_select](rep_select.md) | curated |
| `selection.scars` | [scars_select](scars_select.md) | curated |
| `selection.shaving` | [shaving_select](shaving_select.md) | curated |
| `selection.sipls` | [sipls_select](sipls_select.md) | curated |
| `selection.spa` | [spa_select](spa_select.md) | curated |
| `selection.st` | [st_select](st_select.md) | curated |
| `selection.stability` | [stability_select](stability_select.md) | curated |
| `selection.t2` | [t2_select](t2_select.md) | curated |
| `selection.uve` | [uve_select](uve_select.md) | curated |
| `selection.variable_select` | [variable_select_vip](variable_select_vip.md) | curated |
| `selection.vip_spa` | [vip_spa_select](vip_spa_select.md) | curated |
| `selection.vissa` | [vissa_select](vissa_select.md) | curated |
| `selection.wvc` | [wvc_select](wvc_select.md) | curated |
| `selection.wvc_threshold` | [wvc_threshold_select](wvc_threshold_select.md) | curated |
| `splitters.binned_strat_group_kfold` | [split_binned_strat_group_kfold](split_binned_strat_group_kfold.md) | curated |
| `splitters.kbins_stratified` | [split_kbins_stratified](split_kbins_stratified.md) | curated |
| `splitters.kennard_stone` | [split_kennard_stone](split_kennard_stone.md) | curated |
| `splitters.kmeans` | [split_kmeans](split_kmeans.md) | curated |
| `splitters.split_splitter` | [split_split_splitter](split_split_splitter.md) | curated |
| `splitters.spxy` | [split_spxy](split_spxy.md) | curated |
| `splitters.spxy_fold` | [split_spxy_fold](split_spxy_fold.md) | curated |
| `splitters.spxy_g_fold` | [split_spxy_g_fold](split_spxy_g_fold.md) | curated |
| `splitters.systematic_circular` | [split_systematic_circular](split_systematic_circular.md) | curated |
| `utilities.hotelling_t2` | [utilities_hotelling_t2](utilities_hotelling_t2.md) | curated |
| `utilities.moments` | [utilities_moments](utilities_moments.md) | curated |
| `utilities.q_residuals` | [utilities_q_residuals](utilities_q_residuals.md) | curated |
| `utilities.ragged_summary` | [utilities_ragged_summary](utilities_ragged_summary.md) | curated |
| `utilities.signal_type_detector` | [utilities_signal_type_detector](utilities_signal_type_detector.md) | curated |
| `utilities.sweep` | [utilities_sweep](utilities_sweep.md) | curated |
| `utilities.transfer_metrics` | [utilities_transfer_metrics](utilities_transfer_metrics.md) | curated |