Index

_

__version__ (in module unox) _get_epochs_logs() (data0.dataset.uarray method), [1] _get_metadata() (data0.dataset.uarray method), [1] _get_years() (data0.dataset.uarray method), [1]

_is_ensemble() (data0.dataset.uarray method) _select_year() (data0.dataset.uarray method), [1] _shift_lons() (data0.dataset.uarray method), [1] _verify() (data0.dataset.uarray method), [1]

A

add_amount_to_date() (in module unox.data) add_tm1_var() (in module unox.input)

apply_config() (in module data0.load_input) apply_mask() (in module data0.load_input)

B

base_input_config (in module combine_predictions) base_output_metadata (in module combine_predictions) BaW_label() (in module unox.plotting) begin_training() (in module training) build() (core.Unet method)

build_Unet() (in module core) (in module core-checkpoint) (in module core_new) (in module core_old) (in module core_tl)

C

clean_num_list() (in module unox.data) cleaner module cleaner-checkpoint module combine_predictions module combined_predictions (in module combine_predictions) compare_arrs() (in module unox.evaluate) compare_input_vars() (in module unox.plotting) compile() (core-checkpoint.Unet method) (core.Unet method) (core_new.Unet method) (core_old.Unet method) (core_tl.Unet method) config_dict (in module set_of_runs)

config_file (in module set_of_runs) copy_input_files() (in module unox.input) core module core-checkpoint module core_new module core_old module core_tl module corr_plot() (in module unox.plotting) create_run_sub_dir() (in module set_of_runs) csv_to_pd() (in module data0.dataset) csv_to_xr() (in module data0.dataset)

D

data (in module cleaner), [1], [2], [3] (in module cleaner-checkpoint), [1], [2], [3] data0 module data0.config module data0.dataset module data0.latlon module data0.load_input module data0.paths module

data0.run_functions module data0.verify_dataset module data0.verify_dtype module data_split module data_split() (in module data_split) (in module functions-checkpoint) DEFAULT_EXTENT (in module unox.data) DEFAULT_LAT_MAX (in module unox.data) DEFAULT_LAT_MIN (in module unox.data) DEFAULT_LON_MAX (in module unox.data) DEFAULT_LON_MIN (in module unox.data)

E

ens_dicts (in module combine_predictions) ens_mem_dir (in module combine_predictions) ens_size (in module combine_predictions)

ens_size_file (in module combine_predictions) epochs_logs (data0.dataset.uarray attribute) era5_vars_list (in module unox.input)

F

fill_w_insitu() (in module unox.input) flist (in module cleaner), [1], [2], [3] (in module cleaner-checkpoint), [1], [2], [3] format_sci_notation() (in module unox.plot_format) functions module

functions-checkpoint module functions_old module fuzzy_coord_match() (in module data0.verify_dataset)

G

generate_lats_lons() (in module unox.data) get_config() (core.Unet method) (core_tl.Unet method) (in module data0.config) get_dataset() (in module data0.dataset) get_DOY() (in module unox.data) get_epochs_logs() (in module data0.dataset) get_extent() (in module unox.data) get_increment_info() (in module unox.data) get_input_data() (in module unox.unox) get_input_index() (in module unox.input) get_latlon_resolution() (in module unox.data)

get_lats_lons() (in module unox.data) get_max_abs_val() (in module unox.data) get_metadata() (in module data0.dataset) get_npy_from_netcdf() (in module data0.load_input) get_num_from_string() (in module unox.data) get_one_input_var_array() (in module unox.unox) get_one_t_input_var_array() (in module unox.unox) get_pred_data() (in module unox.unox) get_US_EPA_species_name() (in module data0.dataset) get_var_label_and_units() (in module unox.plot_format) get_vminmax() (in module unox.data) get_years() (in module data0.dataset) get_YMD_from_date() (in module unox.data)

I

increment_month() (in module unox.data) info() (core-checkpoint.Unet method) (core.Unet method) (core_new.Unet method) (core_old.Unet method) (core_tl.Unet method)

input_vars_dict (in module unox.input) inputfiles (in module run_model) interpret_user_input() (in module unox.unox) is_ensemble (data0.dataset.uarray attribute) is_ensemble() (in module data0.dataset) is_input_set (data0.dataset.uarray attribute) is_predict (data0.dataset.uarray attribute)

J

jobname (in module combine_predictions), [1] (in module set_of_runs)

jobname_suffix (in module combine_predictions)

L

load_dataset() (in module data0.dataset) load_lats_lons() (in module unox.unox) load_model() (in module unox.model) load_weights() (core-checkpoint.Unet method) (core.Unet method) (core_new.Unet method) (core_old.Unet method) (core_tl.Unet method)

M

make_all_input_files() (in module unox.input) make_all_x_input_files() (in module unox.input) make_all_y_input_files() (in module unox.input) make_colorbar() (in module unox.plotting) make_file_path() (in module data0.paths) make_input_config() (in module unox.input) make_input_metadata_file() (in module unox.input) make_output_metadata_dict() (in module data0.run_functions) make_predictions() (in module training) make_stage_comp_arrs() (in module unox.plot_format) make_x_input_file() (in module unox.input) make_y_input_file() (in module unox.input) map_ax() (in module unox.plotting) match_domains() (in module unox.data) metadata (data0.dataset.uarray attribute) metadata_file (data0.dataset.uarray attribute) model (core-checkpoint.Unet attribute) (core.Unet attribute) (core_new.Unet attribute) (core_old.Unet attribute) (core_tl.Unet attribute) model_fmt (in module run_model) module cleaner cleaner-checkpoint combine_predictions core core-checkpoint core_new core_old core_tl data0 data0.config data0.dataset data0.latlon data0.load_input data0.paths data0.run_functions data0.verify_dataset data0.verify_dtype data_split functions functions-checkpoint functions_old run_functions_old run_model set_of_runs training unox unox.data unox.evaluate unox.input unox.model unox.plot_format unox.plotting unox.unox

msenonzero() (in module functions) (in module functions-checkpoint) (in module functions_old)

N

name (data0.dataset.uarray attribute)

O

opt (in module run_model)

output_metadata (in module run_model)

P

pad_extent() (in module unox.plot_format) plot_BaW() (in module unox.plotting) plot_comparison() (in module unox.plotting) plot_epochs_logs() (in module unox.plotting) plot_extent() (in module unox.plotting) plot_hist() (in module unox.plotting) plot_lats_lons() (in module unox.plotting) plot_run_analysis() (in module unox.plotting) plot_var_maps() (in module unox.plotting) pred_file_to_delete (in module combine_predictions) pred_var (in module run_model)

pred_vars (in module combine_predictions) predict() (core-checkpoint.Unet method) (core.Unet method) (core_new.Unet method) (core_old.Unet method) (core_tl.Unet method) prediction_arrays (in module combine_predictions) prepare_input() (in module data0.run_functions) (in module run_functions_old) print_latlon_info() (in module unox.data) process_cmd_args() (in module data0.run_functions)

R

r2_keras() (in module functions) (in module functions-checkpoint) (in module functions_old) recursive_paths() (in module unox.unox) remove_non_empty_directory() (in module data0.paths)

restrict_domain() (in module unox.data) run_functions_old module run_model module run_type (in module set_of_runs)

S

save_model() (core-checkpoint.Unet method) (core.Unet method) (core_new.Unet method) (core_old.Unet method) (core_tl.Unet method) savedir (in module combine_predictions), [1] (in module set_of_runs) scale_xr_var() (in module unox.input) select_time() (in module unox.plotting) set_fig_row_col() (in module unox.plot_format) set_global_attrs() (in module unox.input)

set_of_runs module set_var_attrs() (in module unox.input) shift_lon() (in module data0.latlon) shift_lon_arr() (in module data0.latlon) show_available_data() (in module unox.unox) summary() (core-checkpoint.Unet method) (core.Unet method) (core_new.Unet method) (core_old.Unet method) (core_tl.Unet method)

T

target_version (in module functions) this_input_config (in module combine_predictions) time_this() (in module unox.unox) title_font_size (in module unox.plotting) train() (core-checkpoint.Unet method) (core.Unet method) (core_new.Unet method) (core_old.Unet method) (core_tl.Unet method)

training module

U

uarr (in module run_model), [1] uarray (class in data0.dataset) Unet (class in core) (class in core-checkpoint) (class in core_new) (class in core_old) (class in core_tl) unet (in module run_model), [1], [2] unox module unox.data module

unox.evaluate module unox.input module unox.model module unox.plot_format module unox.plotting module unox.unox module

V

var_pairs (in module set_of_runs) verify_dataset() (in module data0.verify_dataset) verify_lat() (in module unox.data) verify_lon() (in module unox.data)

verify_npy() (in module unox.data) verify_number() (in module data0.verify_dtype) verify_path() (in module data0.paths) verify_var() (in module data0.verify_dataset)

W

write_input_netcdf() (in module unox.input)

X

x_or_y_var() (in module unox.input)

x_vars (in module set_of_runs) xr (data0.dataset.uarray attribute)

Y

years (data0.dataset.uarray attribute) (in module run_model), [1]