Index A | B | C | D | E | F | G | I | L | M | N | P | R | S | T | U | X | Y A add_time_colorbar() (rating_gp.plot.RatingPlotMixin method) aggregate_to_daily() (in module discontinuum.utils) B b (rating_gp.models.kernels.InvertedSigmoidKernel property) BaseModel (class in discontinuum.engines.base) BasePlotMixin (class in discontinuum.plot) BaseTransformer (class in discontinuum.pipeline) build_datamanager() (discontinuum.engines.base.BaseModel method) build_model() (discontinuum.engines.base.BaseModel method) (discontinuum.engines.gpytorch.MarginalGPyTorch method) (discontinuum.engines.pymc.MarginalPyMC method) (loadest_gp.LoadestGPMarginalGPyTorch method) (loadest_gp.LoadestGPMarginalPyMC method) (loadest_gp.models.gpytorch.LoadestGPMarginalGPyTorch method) (loadest_gp.models.pymc.LoadestGPMarginalPyMC method) (rating_gp.models.gpytorch.RatingGPMarginalGPyTorch method) C ci() (discontinuum.pipeline.ErrorPipeline method) (discontinuum.pipeline.LogErrorPipeline method) (discontinuum.pipeline.StandardErrorPipeline method) ClipTransformer (class in discontinuum.pipeline) concentration_to_flux() (in module loadest_gp.utils) contourf() (loadest_gp.plot.LoadestPlotMixin method) cov_base() (rating_gp.models.gpytorch.ExactGPModel method) cov_bend() (rating_gp.models.gpytorch.ExactGPModel method) cov_periodic() (rating_gp.models.gpytorch.ExactGPModel method) D Data (class in discontinuum.data_manager) DataManager (class in discontinuum.data_manager) datetime_to_decimal_year() (in module discontinuum.pipeline) decimal_year_to_datetime() (in module discontinuum.pipeline) discontinuum module discontinuum.data_manager module discontinuum.engines module discontinuum.engines.base module discontinuum.engines.gpytorch module discontinuum.engines.pymc module discontinuum.pipeline module discontinuum.plot module discontinuum.providers module discontinuum.providers.base module discontinuum.utils module E error_pipeline (discontinuum.data_manager.DataManager attribute) ErrorPipeline (class in discontinuum.pipeline) ExactGPModel (class in loadest_gp.models.gpytorch) (class in rating_gp.models.gpytorch) F fit() (discontinuum.data_manager.DataManager method) (discontinuum.engines.base.BaseModel method) (discontinuum.engines.gpytorch.LatentGPyTorch method) (discontinuum.engines.gpytorch.MarginalGPyTorch method) (discontinuum.engines.pymc.LatentPyMC method) (discontinuum.engines.pymc.MarginalPyMC method) (discontinuum.pipeline.MetadataManager method) (rating_gp.models.gpytorch.RatingGPMarginalGPyTorch method) (rating_gp.pipeline.LogPropagation method) format_nwis_daily() (in module loadest_gp.providers.usgs) format_wqp_date() (in module loadest_gp.providers.usgs) format_wqp_samples() (in module loadest_gp.providers.usgs) forward() (discontinuum.engines.gpytorch.NoOpMean method) (loadest_gp.models.gpytorch.ExactGPModel method) (rating_gp.models.gpytorch.ExactGPModel method) (rating_gp.models.gpytorch.PowerLawTransform method) (rating_gp.models.kernels.InvertedSigmoidKernel method) (rating_gp.models.kernels.LogWarp method) (rating_gp.models.kernels.LogWarpKernel method) (rating_gp.models.kernels.PowerLawKernel method) (rating_gp.models.kernels.PowerLawWarpKernel method) (rating_gp.models.kernels.SigmoidKernel method) (rating_gp.models.kernels.StageTimeKernel method) (rating_gp.models.kernels.TanhWarp method) G get_covariates() (in module discontinuum.providers.base) get_daily() (in module loadest_gp.providers.usgs) get_daily_stage() (in module rating_gp.providers.usgs) get_dim() (discontinuum.data_manager.DataManager method) get_measurements() (in module rating_gp.providers.usgs) get_metadata() (in module discontinuum.providers.base) (in module loadest_gp.providers.usgs) get_parameters() (in module loadest_gp.providers.usgs) get_qwdata_samples() (in module loadest_gp.providers.usgs) get_samples() (in module loadest_gp.providers.usgs) get_target() (in module discontinuum.providers.base) I inverse_transform() (discontinuum.pipeline.MetadataManager method) inverse_transform_covariates() (discontinuum.data_manager.DataManager method) InvertedSigmoidKernel (class in rating_gp.models.kernels) is_fitted() (in module discontinuum.engines.base) is_initialized() (in module discontinuum.data_manager) L LatentGPyTorch (class in discontinuum.engines.gpytorch) LatentPyMC (class in discontinuum.engines.pymc) load() (discontinuum.engines.gpytorch.MarginalGPyTorch class method) loadest_gp module loadest_gp.models module loadest_gp.models.base module loadest_gp.models.gpytorch module loadest_gp.models.pymc module loadest_gp.plot module loadest_gp.providers module loadest_gp.providers.usgs module loadest_gp.utils module LoadestGPMarginalGPyTorch (class in loadest_gp) (class in loadest_gp.models.gpytorch) LoadestGPMarginalPyMC (class in loadest_gp) (class in loadest_gp.models.pymc) LoadestPlotMixin (class in loadest_gp.plot) LogErrorPipeline (class in discontinuum.pipeline) LogPropagation (class in rating_gp.pipeline) LogStandardPipeline (class in discontinuum.pipeline) LogTransformer (class in discontinuum.pipeline) LogUncertaintyPipeline (class in rating_gp.pipeline) LogWarp (class in rating_gp.models.kernels) LogWarpKernel (class in rating_gp.models.kernels) M MarginalGPyTorch (class in discontinuum.engines.gpytorch) MarginalPyMC (class in discontinuum.engines.pymc) MetaData (class in discontinuum.providers.base) MetadataManager (class in discontinuum.pipeline) ModelConfig (class in loadest_gp.models.base) (class in rating_gp.models.base) module discontinuum discontinuum.data_manager discontinuum.engines discontinuum.engines.base discontinuum.engines.gpytorch discontinuum.engines.pymc discontinuum.pipeline discontinuum.plot discontinuum.providers discontinuum.providers.base discontinuum.utils loadest_gp loadest_gp.models loadest_gp.models.base loadest_gp.models.gpytorch loadest_gp.models.pymc loadest_gp.plot loadest_gp.providers loadest_gp.providers.usgs loadest_gp.utils rating_gp rating_gp.models rating_gp.models.base rating_gp.models.gpytorch rating_gp.models.kernels rating_gp.pipeline rating_gp.plot rating_gp.providers rating_gp.providers.usgs N name (loadest_gp.providers.usgs.USGSParameter property) (rating_gp.providers.usgs.NWISColumn property) (rating_gp.providers.usgs.USGSParameter property) NoOpMean (class in discontinuum.engines.gpytorch) NoOpPipeline (class in discontinuum.pipeline) NWISColumn (class in rating_gp.providers.usgs) P plot() (discontinuum.plot.BasePlotMixin method) plot_annual_flux() (in module loadest_gp.utils) plot_discharge() (rating_gp.plot.RatingPlotMixin method) plot_flux() (loadest_gp.plot.LoadestPlotMixin method) plot_observations() (discontinuum.plot.BasePlotMixin method) plot_observed_rating() (rating_gp.plot.RatingPlotMixin method) plot_rating() (rating_gp.plot.RatingPlotMixin method) plot_ratings_in_time() (rating_gp.plot.RatingPlotMixin method) plot_stage() (rating_gp.plot.RatingPlotMixin method) PowerLawKernel (class in rating_gp.models.kernels) PowerLawTransform (class in rating_gp.models.gpytorch) PowerLawWarpKernel (class in rating_gp.models.kernels) ppcode (loadest_gp.providers.usgs.USGSParameter property) (rating_gp.providers.usgs.USGSParameter property) predict() (discontinuum.engines.base.BaseModel method) (discontinuum.engines.gpytorch.MarginalGPyTorch method) (discontinuum.engines.pymc.MarginalPyMC method) predict_grid() (discontinuum.engines.gpytorch.MarginalGPyTorch method) (discontinuum.engines.pymc.MarginalPyMC method) R rating_gp module rating_gp.models module rating_gp.models.base module rating_gp.models.gpytorch module rating_gp.models.kernels module rating_gp.pipeline module rating_gp.plot module rating_gp.providers module rating_gp.providers.usgs module RatingGPMarginalGPyTorch (class in rating_gp.models.gpytorch) RatingPlotMixin (class in rating_gp.plot) read_measurements_df() (in module rating_gp.providers.usgs) S sample() (discontinuum.engines.gpytorch.MarginalGPyTorch method) (discontinuum.engines.pymc.MarginalPyMC method) save() (discontinuum.engines.gpytorch.MarginalGPyTorch method) set_fit_request() (rating_gp.pipeline.LogPropagation method) set_score_request() (discontinuum.pipeline.ErrorPipeline method) (discontinuum.pipeline.LogErrorPipeline method) (discontinuum.pipeline.LogStandardPipeline method) (discontinuum.pipeline.NoOpPipeline method) (discontinuum.pipeline.StandardErrorPipeline method) (discontinuum.pipeline.StandardPipeline method) (discontinuum.pipeline.TimePipeline method) (discontinuum.pipeline.UnitPipeline method) (rating_gp.pipeline.LogUncertaintyPipeline method) setup_plot() (discontinuum.plot.BasePlotMixin static method) SigmoidKernel (class in rating_gp.models.kernels) SquareTransformer (class in discontinuum.pipeline) StageTimeKernel (class in rating_gp.models.kernels) StandardErrorPipeline (class in discontinuum.pipeline) StandardPipeline (class in discontinuum.pipeline) StandardScaler (class in discontinuum.pipeline) T TanhWarp (class in rating_gp.models.kernels) target_pipeline (discontinuum.data_manager.DataManager attribute) time_substitution() (in module discontinuum.utils) TimePipeline (class in discontinuum.pipeline) TimeTransformer (class in discontinuum.pipeline) transform() (discontinuum.pipeline.MetadataManager method) (rating_gp.pipeline.LogPropagation method) transform_covariates() (discontinuum.data_manager.DataManager method) U UnitPipeline (class in discontinuum.pipeline) UnitScaler (class in discontinuum.pipeline) USGSParameter (class in loadest_gp.providers.usgs) (class in rating_gp.providers.usgs) X X (discontinuum.data_manager.DataManager property) Xnew() (discontinuum.data_manager.DataManager method) Y y (discontinuum.data_manager.DataManager property) y_t() (discontinuum.data_manager.DataManager method) y_unc (discontinuum.data_manager.DataManager property)