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pastas
check
pastas.check.get_empty_check_dataframe
pastas.check.stat_ufunc_threshold
pastas.check.rsq_geq_threshold
pastas.check.response_memory
pastas.check.response_memory_vs_warmup
pastas.check.uncertainty_gain
pastas.check.parameter_ufunc_threshold
pastas.check.parameters_leq_threshold
pastas.check.parameter_bounds
pastas.check.uncertainty_parameters
pastas.check.guess_unit_or_dims
pastas.check.acf_runs_test
pastas.check.acf_stoffer_toloi_test
pastas.check.acf_ljung_box_test
pastas.check.correlation_sim_vs_res
pastas.check.checklist
pastas.check.print_check_report
pastas.check.get_checks_literature
dataset
pastas.dataset.load_dataset
pastas.dataset.list_datasets
decorators
pastas.decorators.set_use_numba
pastas.decorators.get_use_numba
pastas.decorators.set_use_cache
pastas.decorators.get_use_cache
pastas.decorators.set_parameter
pastas.decorators.get_stressmodel
pastas.decorators.model_tmin_tmax
pastas.decorators.PastasDeprecationWarning
pastas.decorators.deprecate_args_or_kwargs
pastas.decorators.njit
pastas.decorators.latexfun
pastas.decorators.conditional_cachedmethod
pastas.decorators.temporarily_disable_cache
pastas.decorators.temporarily_enable_cache
extensions
accessor
pastas.extensions.accessor.CachedAccessor
pastas.extensions.accessor.register_model_accessor
pastas.extensions.register_plotly
pastas.extensions.register_bokeh
forecast
pastas.forecast.forecast
pastas.forecast.get_overall_mean_and_variance
io
base
pastas.io.base.load
pastas.io.base.dump
pas
pastas.io.pas.PastasEncoder
pastas.io.pas.load
pastas.io.pas.pastas_hook
pastas.io.pas.dump
model
pastas.model.Model
pastas.model.Model.add_stressmodel
pastas.model.Model.add_constant
pastas.model.Model.add_transform
pastas.model.Model.add_noisemodel
pastas.model.Model.add_solver
pastas.model.Model.del_stressmodel
pastas.model.Model.del_constant
pastas.model.Model.del_transform
pastas.model.Model.del_noisemodel
pastas.model.Model.simulate
pastas.model.Model.residuals
pastas.model.Model.noise
pastas.model.Model.observations
pastas.model.Model.initialize
pastas.model.Model.solve
pastas.model.Model.reset_settings
pastas.model.Model.set_settings
pastas.model.Model.set_parameter
pastas.model.Model.set_oseries
pastas.model.Model.get_tmin
pastas.model.Model.get_tmax
pastas.model.Model.get_init_parameters
pastas.model.Model.get_parameters
pastas.model.Model.get_stressmodel_names
pastas.model.Model.get_stressmodel_settings
pastas.model.Model.get_contribution
pastas.model.Model.get_contributions
pastas.model.Model.get_transform_contribution
pastas.model.Model.get_output_series
pastas.model.Model.get_block_response
pastas.model.Model.get_step_response
pastas.model.Model.get_response_tmax
pastas.model.Model.get_stress
pastas.model.Model.fit_report
pastas.model.Model.to_dict
pastas.model.Model.to_file
pastas.model.Model.copy
modelstats
pastas.modelstats.Statistics
pastas.modelstats.Statistics.rmse
pastas.modelstats.Statistics.rmsn
pastas.modelstats.Statistics.sse
pastas.modelstats.Statistics.mae
pastas.modelstats.Statistics.me
pastas.modelstats.Statistics.nse
pastas.modelstats.Statistics.nnse
pastas.modelstats.Statistics.pearsonr
pastas.modelstats.Statistics.evp
pastas.modelstats.Statistics.rsq
pastas.modelstats.Statistics.kge
pastas.modelstats.Statistics.kge_2012
pastas.modelstats.Statistics.bic
pastas.modelstats.Statistics.aic
pastas.modelstats.Statistics.aicc
pastas.modelstats.Statistics.summary
pastas.modelstats.Statistics.diagnostics
noisemodels
pastas.noisemodels.ArNoiseModel
pastas.noisemodels.ArNoiseModel.set_init_parameters
pastas.noisemodels.ArNoiseModel.simulate
pastas.noisemodels.ArNoiseModel.weights
pastas.noisemodels.ArNoiseModel.get_correction
pastas.noisemodels.ArNoiseModel.to_dict
pastas.noisemodels.ArmaNoiseModel
pastas.noisemodels.ArmaNoiseModel.set_init_parameters
pastas.noisemodels.ArmaNoiseModel.simulate
pastas.noisemodels.ArmaNoiseModel.calculate_noise
pastas.noisemodels.ArmaNoiseModel.to_dict
plotting
bokeh
pastas.plotting.bokeh.Bokeh
modelcompare
pastas.plotting.modelcompare.CompareModels
modelplots
pastas.plotting.modelplots.Plotting
plotly
pastas.plotting.plotly.Plotly
plots
pastas.plotting.plots.compare
pastas.plotting.plots.series
pastas.plotting.plots.acf
pastas.plotting.plots.diagnostics
pastas.plotting.plots.cum_frequency
plotutil
pastas.plotting.plotutil.share_xaxes
pastas.plotting.plotutil.share_yaxes
pastas.plotting.plotutil.plot_series_with_gaps
rcparams
recharge
pastas.recharge.RechargeBase
pastas.recharge.RechargeBase.get_init_parameters
pastas.recharge.RechargeBase.simulate
pastas.recharge.RechargeBase.to_dict
pastas.recharge.Linear
pastas.recharge.Linear.get_init_parameters
pastas.recharge.Linear.simulate
pastas.recharge.Linear.get_water_balance
pastas.recharge.Linear.to_dict
pastas.recharge.FlexModel
pastas.recharge.FlexModel.get_init_parameters
pastas.recharge.FlexModel.simulate
pastas.recharge.FlexModel.get_root_zone_balance
pastas.recharge.FlexModel.get_interception_balance
pastas.recharge.FlexModel.get_snow_balance
pastas.recharge.FlexModel.get_water_balance
pastas.recharge.FlexModel.check_snow_balance
pastas.recharge.FlexModel.check_interception_balance
pastas.recharge.FlexModel.check_root_zone_balance
pastas.recharge.FlexModel.to_dict
pastas.recharge.Berendrecht
pastas.recharge.Berendrecht.get_init_parameters
pastas.recharge.Berendrecht.simulate
pastas.recharge.Berendrecht.get_recharge
pastas.recharge.Berendrecht.get_water_balance
pastas.recharge.Peterson
pastas.recharge.Peterson.get_init_parameters
pastas.recharge.Peterson.simulate
pastas.recharge.Peterson.get_recharge
pastas.recharge.Peterson.get_water_balance
rfunc
pastas.rfunc.Gamma
pastas.rfunc.Gamma.get_init_parameters
pastas.rfunc.Gamma.get_tmax
pastas.rfunc.Gamma.gain
pastas.rfunc.Gamma.step
pastas.rfunc.Gamma.moment
pastas.rfunc.Gamma.impulse
pastas.rfunc.Gamma.to_dict
pastas.rfunc.Exponential
pastas.rfunc.Exponential.get_init_parameters
pastas.rfunc.Exponential.get_tmax
pastas.rfunc.Exponential.gain
pastas.rfunc.Exponential.step
pastas.rfunc.Exponential.moment
pastas.rfunc.Exponential.impulse
pastas.rfunc.Hantush
pastas.rfunc.Hantush.get_init_parameters
pastas.rfunc.Hantush.get_tmax_approximation
pastas.rfunc.Hantush.get_tmax
pastas.rfunc.Hantush.gain
pastas.rfunc.Hantush.numpy_step
pastas.rfunc.Hantush.quad_step
pastas.rfunc.Hantush.step
pastas.rfunc.Hantush.moment
pastas.rfunc.Hantush.impulse
pastas.rfunc.Hantush.to_dict
pastas.rfunc.HantushWellModel
pastas.rfunc.HantushWellModel.set_distances
pastas.rfunc.HantushWellModel.get_init_parameters
pastas.rfunc.HantushWellModel.get_tmax
pastas.rfunc.HantushWellModel.gain
pastas.rfunc.HantushWellModel.step
pastas.rfunc.HantushWellModel.block_from_impulse
pastas.rfunc.HantushWellModel.moment
pastas.rfunc.HantushWellModel.impulse
pastas.rfunc.HantushWellModel.variance_gain
pastas.rfunc.HantushWellModel.to_dict
pastas.rfunc.Polder
pastas.rfunc.Polder.get_init_parameters
pastas.rfunc.Polder.get_tmax
pastas.rfunc.Polder.gain
pastas.rfunc.Polder.step
pastas.rfunc.Polder.moment
pastas.rfunc.Polder.impulse
pastas.rfunc.Polder.polder_function
pastas.rfunc.One
pastas.rfunc.One.get_init_parameters
pastas.rfunc.One.get_tmax
pastas.rfunc.One.gain
pastas.rfunc.One.step
pastas.rfunc.One.moment
pastas.rfunc.One.impulse
pastas.rfunc.FourParam
pastas.rfunc.FourParam.get_init_parameters
pastas.rfunc.FourParam.get_tmax_approximation
pastas.rfunc.FourParam.get_tmax
pastas.rfunc.FourParam.gain
pastas.rfunc.FourParam.step
pastas.rfunc.FourParam.block_from_impulse
pastas.rfunc.FourParam.moment
pastas.rfunc.FourParam.impulse
pastas.rfunc.FourParam.to_dict
pastas.rfunc.DoubleExponential
pastas.rfunc.DoubleExponential.get_init_parameters
pastas.rfunc.DoubleExponential.get_tmax
pastas.rfunc.DoubleExponential.gain
pastas.rfunc.DoubleExponential.step
pastas.rfunc.DoubleExponential.moment
pastas.rfunc.DoubleExponential.impulse
pastas.rfunc.Kraijenhoff
pastas.rfunc.Kraijenhoff.get_init_parameters
pastas.rfunc.Kraijenhoff.get_tmax
pastas.rfunc.Kraijenhoff.gain
pastas.rfunc.Kraijenhoff.step
pastas.rfunc.Kraijenhoff.block_from_impulse
pastas.rfunc.Kraijenhoff.moment
pastas.rfunc.Kraijenhoff.impulse
pastas.rfunc.Kraijenhoff.to_dict
pastas.rfunc.Spline
pastas.rfunc.Spline.get_init_parameters
pastas.rfunc.Spline.get_tmax
pastas.rfunc.Spline.gain
pastas.rfunc.Spline.step
pastas.rfunc.Spline.moment
pastas.rfunc.Spline.impulse
pastas.rfunc.Spline.to_dict
solver
base
pastas.solver.base.SolverBase
pastas.solver.base.BaseSolver
least_squares
pastas.solver.least_squares.LeastSquaresBase
pastas.solver.least_squares.LeastSquares
pastas.solver.least_squares.Lmfit
pastas.solver.least_squares.LmfitSolve
likelihood
pastas.solver.likelihood.GaussianLikelihood
pastas.solver.likelihood.GaussianLikelihoodAr1
mcmc
pastas.solver.mcmc.Emcee
pastas.solver.mcmc.EmceeSolve
objective_function
pastas.solver.objective_function.misfit
timer
pastas.solver.timer.ExceededMaxSolveTime
pastas.solver.timer.SolveTimer
pastas.solver.timer.StatTimer
trackers
pastas.solver.trackers.TrackSolve
stats
core
pastas.stats.core.acf
pastas.stats.core.ccf
pastas.stats.core.mean
pastas.stats.core.var
pastas.stats.core.std
pastas.stats.core.moment
dutch
pastas.stats.dutch.q_ghg
pastas.stats.dutch.q_glg
pastas.stats.dutch.q_gvg
pastas.stats.dutch.ghg
pastas.stats.dutch.glg
pastas.stats.dutch.gvg
pastas.stats.dutch.gg
metrics
pastas.stats.metrics.mae
pastas.stats.metrics.me
pastas.stats.metrics.rmse
pastas.stats.metrics.sse
pastas.stats.metrics.pearsonr
pastas.stats.metrics.evp
pastas.stats.metrics.nse
pastas.stats.metrics.nnse
pastas.stats.metrics.rsq
pastas.stats.metrics.bic
pastas.stats.metrics.aic
pastas.stats.metrics.aicc
pastas.stats.metrics.kge
pastas.stats.metrics.picp
sgi
pastas.stats.sgi.sgi
signatures
pastas.stats.signatures.cv_period_mean
pastas.stats.signatures.cv_date_min
pastas.stats.signatures.cv_date_max
pastas.stats.signatures.parde_seasonality
pastas.stats.signatures.avg_seasonal_fluctuation
pastas.stats.signatures.interannual_variation
pastas.stats.signatures.colwell_constancy
pastas.stats.signatures.colwell_contingency
pastas.stats.signatures.low_pulse_count
pastas.stats.signatures.high_pulse_count
pastas.stats.signatures.low_pulse_duration
pastas.stats.signatures.high_pulse_duration
pastas.stats.signatures.rise_rate
pastas.stats.signatures.fall_rate
pastas.stats.signatures.cv_rise_rate
pastas.stats.signatures.cv_fall_rate
pastas.stats.signatures.magnitude
pastas.stats.signatures.reversals_avg
pastas.stats.signatures.reversals_cv
pastas.stats.signatures.mean_annual_maximum
pastas.stats.signatures.bimodality_coefficient
pastas.stats.signatures.recession_constant
pastas.stats.signatures.recovery_constant
pastas.stats.signatures.duration_curve_slope
pastas.stats.signatures.duration_curve_ratio
pastas.stats.signatures.richards_pathlength
pastas.stats.signatures.baselevel_index
pastas.stats.signatures.baselevel_stability
pastas.stats.signatures.autocorr_time
pastas.stats.signatures.date_min
pastas.stats.signatures.date_max
tests
pastas.stats.tests.durbin_watson
pastas.stats.tests.ljung_box
pastas.stats.tests.runs_test
pastas.stats.tests.stoffer_toloi
pastas.stats.tests.diagnostics
stressmodels
pastas.stressmodels.StressModel
pastas.stressmodels.StressModel.set_stress
pastas.stressmodels.StressModel.set_init_parameters
pastas.stressmodels.StressModel.simulate
pastas.stressmodels.StressModel.to_dict
pastas.stressmodels.StepModel
pastas.stressmodels.StepModel.set_init_parameters
pastas.stressmodels.StepModel.simulate
pastas.stressmodels.StepModel.to_dict
pastas.stressmodels.LinearTrend
pastas.stressmodels.LinearTrend.set_init_parameters
pastas.stressmodels.LinearTrend.simulate
pastas.stressmodels.LinearTrend.to_dict
pastas.stressmodels.Constant
pastas.stressmodels.Constant.set_init_parameters
pastas.stressmodels.Constant.simulate
pastas.stressmodels.Constant.to_dict
pastas.stressmodels.WellModel
pastas.stressmodels.WellModel.set_stress
pastas.stressmodels.WellModel.set_init_parameters
pastas.stressmodels.WellModel.simulate
pastas.stressmodels.WellModel.get_stress
pastas.stressmodels.WellModel.get_distances
pastas.stressmodels.WellModel.get_parameters
pastas.stressmodels.WellModel.variance_gain
pastas.stressmodels.WellModel.dump_stress
pastas.stressmodels.WellModel.to_dict
pastas.stressmodels.RechargeModel
pastas.stressmodels.RechargeModel.set_stress
pastas.stressmodels.RechargeModel.set_init_parameters
pastas.stressmodels.RechargeModel.simulate
pastas.stressmodels.RechargeModel.get_stress
pastas.stressmodels.RechargeModel.get_water_balance
pastas.stressmodels.RechargeModel.get_parameters
pastas.stressmodels.RechargeModel.to_dict
pastas.stressmodels.TarsoModel
pastas.stressmodels.TarsoModel.set_init_parameters
pastas.stressmodels.TarsoModel.simulate
pastas.stressmodels.TarsoModel.tarso
pastas.stressmodels.TarsoModel.to_dict
pastas.stressmodels.ChangeModel
pastas.stressmodels.ChangeModel.set_stress
pastas.stressmodels.ChangeModel.set_init_parameters
pastas.stressmodels.ChangeModel.simulate
pastas.stressmodels.ChangeModel.to_dict
timeseries
pastas.timeseries.TimeSeries
pastas.timeseries.TimeSeries.update_series
pastas.timeseries.TimeSeries.to_dict
pastas.timeseries.TimeSeries.copy
pastas.timeseries.ObservationSeries
pastas.timeseries.ObservationSeries.update_series
pastas.timeseries.validate_stress
pastas.timeseries.validate_oseries
timeseries_utils
pastas.timeseries_utils.get_sample
pastas.timeseries_utils.get_sample_for_freq
pastas.timeseries_utils.timestep_weighted_resample
pastas.timeseries_utils.time_weighted_resample
pastas.timeseries_utils.get_equidistant_series_nearest
pastas.timeseries_utils.pandas_equidistant_sample
pastas.timeseries_utils.pandas_equidistant_nearest
pastas.timeseries_utils.pandas_equidistant_asfreq
pastas.timeseries_utils.resample
transform
pastas.transform.ThresholdTransform
pastas.transform.ThresholdTransform.set_model
pastas.transform.ThresholdTransform.set_init_parameters
pastas.transform.ThresholdTransform.simulate
pastas.transform.ThresholdTransform.to_dict
typing
types
pastas.typing.types.OseriesSettingsDict
pastas.typing.types.StressSettingsDict
pastas.typing.types.ModelSettingsDict
utils
pastas.utils.get_stress_tmin_tmax
pastas.utils.initialize_logger
pastas.utils.set_console_handler
pastas.utils.set_log_level
pastas.utils.remove_console_handler
pastas.utils.add_file_handlers
pastas.utils.remove_file_handlers
pastas.utils.validate_name
version
pastas.version.get_versions
pastas.version.show_versions
pastas.LmfitSolve
pastas.EmceeSolve
pastas.LeastSquares
API Reference
pastas
pastas.EmceeSolve
pastas.EmceeSolve
#
pastas.
EmceeSolve
(
*
args
,
**
kwargs
)
#
Use ps.solver.Emcee instead (deprecated).
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pastas.EmceeSolve
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