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mesmer

API reference

This page provides an auto-generated summary of mesmers' API.

Top-level functions

Statistical core functions

~core.linear_regression.LinearRegression ~core.linear_regression.LinearRegression.fit ~core.linear_regression.LinearRegression.predict ~core.linear_regression.LinearRegression.residuals ~core.linear_regression.LinearRegression.to_netcdf ~core.linear_regression.LinearRegression.from_netcdf ~core.auto_regression._select_ar_order_xr ~core.auto_regression._fit_auto_regression_xr ~core.auto_regression._draw_auto_regression_correlated_np

Train mesmer

~calibrate_mesmer.train_gt ~calibrate_mesmer.train_gv ~calibrate_mesmer.train_lt ~calibrate_mesmer.train_lv

Create emulations

~create_emulations.create_emus_gt ~create_emulations.create_emus_gv ~create_emulations.create_emus_lt ~create_emulations.create_emus_lv ~create_emulations.create_emus_g ~create_emulations.create_emus_l ~create_emulations.make_realisations

Individual methods and utils

Train mesmer

~calibrate_mesmer.train_gv_AR ~calibrate_mesmer.train_gt_ic_LOWESS ~calibrate_mesmer.train_gt_ic_OLSVOLC ~calibrate_mesmer.train_lv_AR1_sci ~calibrate_mesmer.train_lv_find_localized_ecov ~calibrate_mesmer.get_scenario_weights ~calibrate_mesmer.stack_predictors_and_targets

Create emulations

~create_emulations.create_emus_gv_AR ~create_emulations.create_emus_OLS_each_gp_sep ~create_emulations.create_emus_lv_AR1_sci ~create_emulations.create_emus_lv_OLS

IO

Load constant files

~io.load_constant_files.gaspari_cohn ~io.load_constant_files.infer_interval_breaks ~io.load_constant_files.load_phi_gc ~io.load_constant_files.load_regs_ls_wgt_lon_lat ~io.load_constant_files.mask_percentage

Load constant files

~io.load_mesmer.load_mesmer_output

Load observations

~io.load_obs.load_obs ~io.load_obs.load_obs_tblend ~io.load_obs.load_strat_aod

Save mesmer bundle

~io.save_mesmer_bundle.save_mesmer_bundle

Utils

~utils.convert.convert_dict_to_arr ~utils.convert.separate_hist_future ~utils.select.extract_land ~utils.select.extract_time_period