Index

A

acc() (in module swirlspy.qpe.utils) acc_rainfall_depth() (in module swirlspy.utils.conversion)

accuracy() (in module swirlspy.ver.metric) activation() (in module swirlspy.qpf.dl.ops) add_latlon_ticks() (in module swirlspy.utils)

B

begin() (swirlspy.qpf.dl.hko_evaluation.HKOEvaluation method) begin_time (swirlspy.qpf.dl.hko_iterator.HKOIterator property) brier_skill_score() (in module swirlspy.ver.metric)

build_extensions() (phys.module.custom_build_ext method) (swirlspy.sat.h8.sat_parse.h8_sat_module.cpp_build_ext method) (swirlspy.sat.h8.sat_parse.h8_train_module.cpp_build_ext method)

C

cal_zr() (in module swirlspy.qpe.cal_zr) calc_vii() (in module swirlspy.rad) calc_vil() (in module swirlspy.rad) calculate_source() (in module phys.phys) calculate_stat() (swirlspy.qpf.dl.hko_evaluation.HKOEvaluation method) cfg_from_file() (in module swirlspy.qpf.dl.config) check_new_start() (swirlspy.qpf.dl.hko_iterator.HKOIterator method) clear_all() (swirlspy.qpf.dl.hko_evaluation.HKOEvaluation method) cloud_indicator (swirlspy.obs.Lightning attribute) (swirlspy.obs.lightning.Lightning attribute) comp_qpe() (in module swirlspy.blending) (in module swirlspy.qpe.rfmap) contingency() (in module swirlspy.ver.crosstab) conv2d() (in module swirlspy.qpf.dl.ops) conv2d_act() (in module swirlspy.qpf.dl.ops) conv2d_bn_act() (in module swirlspy.qpf.dl.ops) conv3d() (in module swirlspy.qpf.dl.ops) conv3d_act() (in module swirlspy.qpf.dl.ops) conv3d_bn_act() (in module swirlspy.qpf.dl.ops) convert_datetime_to_filepath() (in module swirlspy.qpf.dl.hko_iterator)

convert_datetime_to_maskpath() (in module swirlspy.qpf.dl.hko_iterator) ConvResize2d (class in swirlspy.qpf.dl.utils) copy() (swirlspy.obs.Lightning method) (swirlspy.obs.lightning.Lightning method) (swirlspy.obs.Rain method) (swirlspy.obs.rain.Rain method) core_module (class in phys.module) (class in rover.module) (class in sla.module) (class in swirlspy.sat.h8.sat_parse.h8_data_module) (class in swirlspy.sat.h8.sat_parse.h8_sat_module) (class in swirlspy.sat.h8.sat_parse.h8_train_module) cpp_build_ext (class in swirlspy.sat.h8.sat_parse.h8_sat_module) (class in swirlspy.sat.h8.sat_parse.h8_train_module) crop_mnist_digit() (in module swirlspy.qpf.dl.movingmnist_iterator) cross_entropy_npy() (in module swirlspy.qpf.dl.utils) csi() (in module swirlspy.ver.metric) custom_build_ext (class in phys.module) customize_compiler_for_nvcc() (in module sla.module) cv2_read_img() (in module swirlspy.qpf.dl.image) cv2_read_img_resize() (in module swirlspy.qpf.dl.image)

D

data (swirlspy.blending.Raw attribute) (swirlspy.obs.Rain attribute) (swirlspy.obs.rain.Rain attribute) data_length (swirlspy.obs.Lightning attribute) (swirlspy.obs.lightning.Lightning attribute) dBR (swirlspy.utils.FrameType attribute) dBZ (swirlspy.utils.FrameType attribute) dbz2rr() (in module swirlspy.qpe.utils) dBZ_to_pixel() (in module swirlspy.qpf.dl.hko_evaluation) decode_month() (in module swirlspy.qpf.dl.hko_iterator)

deconv2d() (in module swirlspy.qpf.dl.ops) deconv2d_act() (in module swirlspy.qpf.dl.ops) deconv2d_bn_act() (in module swirlspy.qpf.dl.ops) deconv3d() (in module swirlspy.qpf.dl.ops) deconv3d_act() (in module swirlspy.qpf.dl.ops) deconv3d_bn_act() (in module swirlspy.qpf.dl.ops) done (swirlspy.qpf.dl.hko_benchmark.HKOBenchmarkEnv property) downsample_module() (in module swirlspy.qpf.dl.ops) draw_distractors() (swirlspy.qpf.dl.movingmnist_iterator.MovingMNISTAdvancedIterator method) draw_imgs() (swirlspy.qpf.dl.movingmnist_iterator.MovingMNISTAdvancedIterator method)

E

encode_month() (in module swirlspy.qpf.dl.hko_iterator) end_time (swirlspy.obs.Lightning attribute) (swirlspy.obs.lightning.Lightning attribute) (swirlspy.obs.Rain attribute) (swirlspy.obs.rain.Rain attribute) (swirlspy.qpf.dl.hko_iterator.HKOIterator property)

ets() (in module swirlspy.ver.metric) extract() (in module swirlspy.sat.h8.sat_parse.h8_data) extrapolate() (in module sla.sla)

F

f1Score() (in module swirlspy.ver.metric) far() (in module swirlspy.ver.metric) fc_layer() (in module swirlspy.qpf.dl.ops) fc_layer_act() (in module swirlspy.qpf.dl.ops) fc_layer_bn_act() (in module swirlspy.qpf.dl.ops) find_in_path() (in module sla.module)

fit_ellipse() (in module swirlspy.object) flow_to_img() (in module swirlspy.qpf.dl.helpers.visualization) forward() (swirlspy.qpf.dl.utils.ConvResize2d method) FrameType (class in swirlspy.utils) freq_bias() (in module swirlspy.ver.metric) FSS() (in module swirlspy.ver.metric)

G

gauge_x (swirlspy.obs.Rain attribute) (swirlspy.obs.rain.Rain attribute) gauge_y (swirlspy.obs.Rain attribute) (swirlspy.obs.rain.Rain attribute) gen_ltg_binary() (in module swirlspy.ltg.map) gen_ltg_density() (in module swirlspy.ltg.map) gen_ltgv() (in module swirlspy.ltg.map) gen_mask_in_radius() (in module swirlspy.ltg.map) get() (swirlspy.qpf.dl.hko_iterator.HKOSimpleBuffer method) (swirlspy.qpf.dl.ops.ParamsReg method) get_airflow_terms() (swirlspy.qpf.dl.hko_iterator.HKOIterator method) get_balancing_weights() (in module swirlspy.qpf.dl.hko_evaluation) get_balancing_weights_numba() (in module swirlspy.qpf.dl.numba_accelerated) get_color_flow_legend_image() (in module swirlspy.qpf.dl.helpers.visualization) get_correlation() (in module swirlspy.qpf.dl.hko_evaluation) get_dependencies() (in module swirlspy.package) get_ellipse_mask() (in module swirlspy.object) get_exclude_mask() (in module swirlspy.qpf.dl.hko_iterator) get_extension() (phys.module.core_module method) (rover.module.core_module method) (sla.module.core_module method) (swirlspy.sat.h8.sat_parse.h8_data_module.core_module method) (swirlspy.sat.h8.sat_parse.h8_sat_module.core_module method) (swirlspy.sat.h8.sat_parse.h8_train_module.core_module method)

get_file() (in module swirlspy.utils) get_GDL() (in module swirlspy.qpf.dl.hko_evaluation) get_GDL_numba() (in module swirlspy.qpf.dl.numba_accelerated) get_hit_miss_counts() (in module swirlspy.qpf.dl.hko_evaluation) get_hit_miss_counts_numba() (in module swirlspy.qpf.dl.numba_accelerated) get_inner() (swirlspy.qpf.dl.ops.ParamsReg method) get_labeled_frame() (in module swirlspy.object) get_observation() (swirlspy.qpf.dl.hko_benchmark.HKOBenchmarkEnv method) get_package_version() (in module swirlspy.package) get_PSNR() (in module swirlspy.qpf.dl.hko_evaluation) get_rainfall_mse() (in module swirlspy.qpf.dl.hko_evaluation) get_SSIM() (in module swirlspy.qpf.dl.hko_evaluation) get_valid_datetime_set() (in module swirlspy.qpf.dl.hko_iterator) grid_align() (in module swirlspy.preprocess) grid_resample() (in module swirlspy.core.resample)

H

H8_ReaderMode (in module swirlspy.sat.h8) HKOBenchmarkEnv (class in swirlspy.qpf.dl.hko_benchmark) HKOEvaluation (class in swirlspy.qpf.dl.hko_evaluation)

HKOIterator (class in swirlspy.qpf.dl.hko_iterator) HKOSimpleBuffer (class in swirlspy.qpf.dl.hko_iterator) hss() (in module swirlspy.ver.metric)

I

in_radius() (in module swirlspy.ltg.map)

L

LazyImport (class in swirlspy.utils) Lightning (class in swirlspy.obs) (class in swirlspy.obs.lightning) load() (swirlspy.qpf.dl.movingmnist_iterator.MovingMNISTAdvancedIterator method) load_data() (in module swirlspy.datasets.samples) load_latest_cfg() (in module swirlspy.qpf.dl.config) load_mnist() (in module swirlspy.qpf.dl.movingmnist_iterator) load_params() (in module swirlspy.qpf.dl.utils)

locate_cuda() (in module sla.module) (in module swirlspy.utils) locate_file() (in module swirlspy.qpe.utils) logging_config() (in module swirlspy.qpf.dl.utils) lx (swirlspy.obs.Lightning attribute) (swirlspy.obs.lightning.Lightning attribute) ly (swirlspy.obs.Lightning attribute) (swirlspy.obs.lightning.Lightning attribute)

M

make_layers() (in module swirlspy.qpf.dl.utils) merge_rgba_cv2() (in module swirlspy.qpf.dl.helpers.visualization) mm (swirlspy.utils.FrameType attribute) mmph (swirlspy.utils.FrameType attribute) module phys phys.module phys.phys rover rover.module rover.rover sla sla.module sla.sla swirlspy swirlspy.blending swirlspy.core swirlspy.core.resample swirlspy.datasets swirlspy.datasets.samples swirlspy.ltg swirlspy.ltg.map swirlspy.object swirlspy.obs swirlspy.obs.lightning swirlspy.obs.rain swirlspy.package swirlspy.preprocess swirlspy.qpe swirlspy.qpe.cal_zr swirlspy.qpe.rfmap swirlspy.qpe.utils swirlspy.qpf swirlspy.qpf.dl swirlspy.qpf.dl.config swirlspy.qpf.dl.helpers swirlspy.qpf.dl.helpers.gifmaker swirlspy.qpf.dl.helpers.log_analysis swirlspy.qpf.dl.helpers.msssim swirlspy.qpf.dl.helpers.ordered_easydict swirlspy.qpf.dl.helpers.visualization swirlspy.qpf.dl.hko_benchmark swirlspy.qpf.dl.hko_evaluation swirlspy.qpf.dl.hko_iterator swirlspy.qpf.dl.image swirlspy.qpf.dl.mask swirlspy.qpf.dl.movingmnist_iterator swirlspy.qpf.dl.numba_accelerated swirlspy.qpf.dl.ops swirlspy.qpf.dl.utils swirlspy.qpf.persistence swirlspy.qpf.rover swirlspy.qpf.sla swirlspy.rad swirlspy.rad.ascii swirlspy.rad.cinrad swirlspy.rad.hdf5 swirlspy.rad.iris swirlspy.rad.netcdf_id swirlspy.rad.netcdf_ph swirlspy.rad.netcdf_vn_dh swirlspy.rad.netcdf_vn_don swirlspy.rad.uf_ph swirlspy.sat swirlspy.sat.h8 swirlspy.sat.h8.sat_parse swirlspy.sat.h8.sat_parse.h8_data swirlspy.sat.h8.sat_parse.h8_data_module swirlspy.sat.h8.sat_parse.h8_sat swirlspy.sat.h8.sat_parse.h8_sat_module swirlspy.sat.h8.sat_parse.h8_train swirlspy.sat.h8.sat_parse.h8_train_module swirlspy.sat.h8_v2 swirlspy.utils swirlspy.utils.conversion swirlspy.ver swirlspy.ver.crosstab swirlspy.ver.metric

move_step() (in module swirlspy.qpf.dl.movingmnist_iterator) MovingMNISTAdvancedIterator (class in swirlspy.qpf.dl.movingmnist_iterator) MovingMNISTIterator (class in swirlspy.qpf.dl.movingmnist_iterator) multiple_acc() (in module swirlspy.qpe.utils) MultiScaleSSIM() (in module swirlspy.qpf.dl.helpers.msssim)

N

nwp_bias_correction() (in module swirlspy.blending)

O

obs_type (swirlspy.obs.Lightning attribute) (swirlspy.obs.lightning.Lightning attribute) (swirlspy.obs.Rain attribute) (swirlspy.obs.rain.Rain attribute)

ordered_dump() (in module swirlspy.qpf.dl.config) OrderedEasyDict (class in swirlspy.qpf.dl.helpers.ordered_easydict) overlay_pil() (in module swirlspy.qpe.rfmap)

P

pad_hko_dat() (in module swirlspy.qpf.dl.hko_iterator) ParamsReg (class in swirlspy.qpf.dl.ops) parse() (in module swirlspy.sat.h8.sat_parse.h8_sat) parse_ctx() (in module swirlspy.qpf.dl.utils) parse_log() (in module swirlspy.qpf.dl.helpers.log_analysis) persistence() (in module swirlspy.qpf.persistence) phys module phys.module module phys.phys module

pixel_to_dBZ() (in module swirlspy.qpf.dl.hko_evaluation) pixel_to_rainfall() (in module swirlspy.qpf.dl.hko_evaluation) pod() (in module swirlspy.ver.metric) pofd() (in module swirlspy.ver.metric) precision_recall() (in module swirlspy.ver.metric) precompute_mask() (in module swirlspy.qpf.dl.hko_iterator) print_stat_readable() (swirlspy.qpf.dl.hko_benchmark.HKOBenchmarkEnv method) (swirlspy.qpf.dl.hko_evaluation.HKOEvaluation method) proj (swirlspy.obs.Lightning attribute) (swirlspy.obs.lightning.Lightning attribute) (swirlspy.obs.Rain attribute) (swirlspy.obs.rain.Rain attribute)

Q

quick_imsize() (in module swirlspy.qpf.dl.image)

quick_read_frames() (in module swirlspy.qpf.dl.image) quick_read_masks() (in module swirlspy.qpf.dl.mask)

R

Rain (class in swirlspy.obs) (class in swirlspy.obs.rain) rainfall (swirlspy.obs.Rain attribute) (swirlspy.obs.rain.Rain attribute) rainfall_to_pixel() (in module swirlspy.qpf.dl.hko_evaluation) rains() (in module swirlspy.blending) random_reset() (swirlspy.qpf.dl.hko_iterator.HKOIterator method) Raw (class in swirlspy.blending) read_ascii() (in module swirlspy.rad) read_cinrad_sc_data() (in module swirlspy.rad) read_cinrad_standard_data() (in module swirlspy.rad) read_h8_data() (in module swirlspy.sat.h8) read_hdf5() (in module swirlspy.rad) read_iris_grid() (in module swirlspy.rad) read_iris_raw() (in module swirlspy.rad) read_iris_raw_3d() (in module swirlspy.rad) read_mask_file() (in module swirlspy.qpf.dl.mask) read_netcdf_id() (in module swirlspy.rad) read_netcdf_ph() (in module swirlspy.rad) read_netcdf_th_precip() (in module swirlspy.rad) read_netcdf_vn_dh() (in module swirlspy.rad) read_netcdf_vn_don() (in module swirlspy.rad) read_uf_ph_3d() (in module swirlspy.rad) reliability() (in module swirlspy.ver.metric) remove_bad_stations() (swirlspy.obs.Rain method) (swirlspy.obs.rain.Rain method)

remove_duplicates_and_convert_npy() (in module swirlspy.qpf.dl.helpers.log_analysis) reproject() (swirlspy.obs.Lightning method) (swirlspy.obs.lightning.Lightning method) (swirlspy.obs.Rain method) (swirlspy.obs.rain.Rain method) resampling() (in module swirlspy.preprocess) reset() (swirlspy.qpf.dl.hko_benchmark.HKOBenchmarkEnv method) (swirlspy.qpf.dl.hko_iterator.HKOIterator method) (swirlspy.qpf.dl.hko_iterator.HKOSimpleBuffer method) (swirlspy.qpf.dl.ops.ParamsReg method) reset_regs() (in module swirlspy.qpf.dl.ops) rg_interpolate() (in module swirlspy.qpe.rfmap) rg_number (swirlspy.obs.Rain attribute) (swirlspy.obs.rain.Rain attribute) roc() (in module swirlspy.ver.metric) rover module rover() (in module rover.rover) (in module swirlspy.qpf.rover) rover.module module rover.rover module rover_motion_vector() (in module rover.rover) rr2rf() (in module swirlspy.qpe.utils)

S

safe_eval() (in module swirlspy.qpf.dl.utils) sample() (swirlspy.qpf.dl.hko_iterator.HKOIterator method) (swirlspy.qpf.dl.movingmnist_iterator.MovingMNISTAdvancedIterator method) (swirlspy.qpf.dl.movingmnist_iterator.MovingMNISTIterator method) sample_physical_params() (swirlspy.qpf.dl.hko_iterator.HKOIterator method) save() (swirlspy.qpf.dl.hko_evaluation.HKOEvaluation method) (swirlspy.qpf.dl.movingmnist_iterator.MovingMNISTAdvancedIterator method) save_cfg() (in module swirlspy.qpf.dl.config) save_eval() (swirlspy.qpf.dl.hko_benchmark.HKOBenchmarkEnv method) save_gif() (in module swirlspy.qpf.dl.helpers.gifmaker) save_gifs() (in module swirlspy.qpf.dl.helpers.gifmaker) save_hko_gif() (in module swirlspy.qpf.dl.helpers.visualization) save_hko_movie() (in module swirlspy.qpf.dl.helpers.visualization) save_mask_file() (in module swirlspy.qpf.dl.mask) save_pkl() (swirlspy.qpf.dl.hko_evaluation.HKOEvaluation method) save_txt_readable() (swirlspy.qpf.dl.hko_evaluation.HKOEvaluation method) set_begin_end() (swirlspy.qpf.dl.hko_iterator.HKOIterator method) show_raingauge() (in module swirlspy.qpe.rfmap) sites (swirlspy.blending.Raw attribute) sla module sla() (in module swirlspy.qpf.sla) sla.module module sla.sla module standardize_attr() (in module swirlspy.utils) start_time (swirlspy.obs.Lightning attribute) (swirlspy.obs.lightning.Lightning attribute) (swirlspy.obs.Rain attribute) (swirlspy.obs.rain.Rain attribute) station (swirlspy.obs.Rain attribute) (swirlspy.obs.rain.Rain attribute) swirlspy module swirlspy.blending module swirlspy.core module swirlspy.core.resample module swirlspy.datasets module swirlspy.datasets.samples module swirlspy.ltg module swirlspy.ltg.map module swirlspy.object module swirlspy.obs module swirlspy.obs.lightning module swirlspy.obs.rain module swirlspy.package module swirlspy.preprocess module swirlspy.qpe module swirlspy.qpe.cal_zr module swirlspy.qpe.rfmap module swirlspy.qpe.utils module swirlspy.qpf module swirlspy.qpf.dl module swirlspy.qpf.dl.config module swirlspy.qpf.dl.helpers module swirlspy.qpf.dl.helpers.gifmaker module swirlspy.qpf.dl.helpers.log_analysis module

swirlspy.qpf.dl.helpers.msssim module swirlspy.qpf.dl.helpers.ordered_easydict module swirlspy.qpf.dl.helpers.visualization module swirlspy.qpf.dl.hko_benchmark module swirlspy.qpf.dl.hko_evaluation module swirlspy.qpf.dl.hko_iterator module swirlspy.qpf.dl.image module swirlspy.qpf.dl.mask module swirlspy.qpf.dl.movingmnist_iterator module swirlspy.qpf.dl.numba_accelerated module swirlspy.qpf.dl.ops module swirlspy.qpf.dl.utils module swirlspy.qpf.persistence module swirlspy.qpf.rover module swirlspy.qpf.sla module swirlspy.rad module swirlspy.rad.ascii module swirlspy.rad.cinrad module swirlspy.rad.hdf5 module swirlspy.rad.iris module swirlspy.rad.netcdf_id module swirlspy.rad.netcdf_ph module swirlspy.rad.netcdf_vn_dh module swirlspy.rad.netcdf_vn_don module swirlspy.rad.uf_ph module swirlspy.sat module swirlspy.sat.h8 module swirlspy.sat.h8.sat_parse module swirlspy.sat.h8.sat_parse.h8_data module swirlspy.sat.h8.sat_parse.h8_data_module module swirlspy.sat.h8.sat_parse.h8_sat module swirlspy.sat.h8.sat_parse.h8_sat_module module swirlspy.sat.h8.sat_parse.h8_train module swirlspy.sat.h8.sat_parse.h8_train_module module swirlspy.sat.h8_v2 module swirlspy.utils module swirlspy.utils.conversion module swirlspy.ver module swirlspy.ver.crosstab module swirlspy.ver.metric module

T

temporal_interp() (in module swirlspy.qpe.utils) temporal_interpolate() (in module swirlspy.utils.conversion) temporal_smoothing() (in module swirlspy.qpf.dl.helpers.log_analysis) time (swirlspy.obs.Lightning attribute) (swirlspy.obs.lightning.Lightning attribute) timestamps_ending() (in module swirlspy.qpe.utils) timestamps_period() (in module swirlspy.qpe.utils)

to_hko_earth_format() (in module swirlspy.utils.conversion) to_rainfall_depth() (in module swirlspy.utils.conversion) to_rainfall_rate() (in module swirlspy.utils.conversion) to_reflectivity() (in module swirlspy.utils.conversion) to_rgb_data() (in module swirlspy.utils.conversion) to_wgs84() (in module swirlspy.core.resample) total_frame_num (swirlspy.qpf.dl.hko_iterator.HKOIterator property) tz2naive() (in module swirlspy.utils.conversion)

U

UnknownImageFormat update() (swirlspy.qpf.dl.hko_evaluation.HKOEvaluation method)

upload_prediction() (swirlspy.qpf.dl.hko_benchmark.HKOBenchmarkEnv method) upsample_module() (in module swirlspy.qpf.dl.ops) use_up (swirlspy.qpf.dl.hko_iterator.HKOIterator property)

W

weight (swirlspy.blending.Raw attribute)

Z

Z (swirlspy.utils.FrameType attribute)