Index

A

acc() (in module swirlspy.qpe.utils) acc_grad_with_tmp() (swirlspy.qpf.dl.my_module.MyModule method) 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) Asii_Type (class in swirlspy.sat.safnwc)

B

backward() (swirlspy.qpf.dl.operators.common.ConstantOp method) (swirlspy.qpf.dl.operators.common.EntropyMultinomialDist method) (swirlspy.qpf.dl.operators.common.IdentityOp method) (swirlspy.qpf.dl.operators.common.LogisticRegressionMaskOutput method) (swirlspy.qpf.dl.operators.common.SaveNpyOp method)

BaseConvRNN (class in swirlspy.qpf.dl.operators.conv_rnn) BaseStackRNN (class in swirlspy.qpf.dl.operators.base_rnn) begin() (swirlspy.qpf.dl.hko_evaluation.HKOEvaluation method) begin_time (swirlspy.qpf.dl.hko_iterator.HKOIterator property) BL (swirlspy.sat.safnwc.IShai_Type attribute) brier_skill_score() (in module swirlspy.ver.metric)

C

cal_zr() (in module swirlspy.qpe.cal_zr) calc_vii() (in module swirlspy.rad) calc_vil() (in module swirlspy.rad) calculate_derivative() (in module swirlspy.qpf.dl.operators.common) calculate_lagrangian_derivative() (in module swirlspy.qpf.dl.operators.common) calculate_stat() (swirlspy.qpf.dl.hko_evaluation.HKOEvaluation method) CAPE (swirlspy.sat.safnwc.IShai_Type attribute) CDNA() (in module swirlspy.qpf.dl.operators.transformations) cfg_from_file() (in module swirlspy.qpf.dl.config) check_concat() (swirlspy.qpf.dl.operators.base_rnn.BaseStackRNN method) check_new_start() (swirlspy.qpf.dl.hko_iterator.HKOIterator method) clear_all() (swirlspy.qpf.dl.hko_evaluation.HKOEvaluation method) clear_grad() (swirlspy.qpf.dl.my_module.MyModule method) clip_by_global_norm() (swirlspy.qpf.dl.my_module.MyModule method) cloud_indicator (swirlspy.obs.Lightning attribute) (swirlspy.obs.lightning.Lightning attribute) Cmic_Type (class in swirlspy.sat.safnwc) comp_qpe() (in module swirlspy.blending) (in module swirlspy.qpe.rfmap) concat_to_split() (swirlspy.qpf.dl.operators.base_rnn.BaseStackRNN method) constant() (in module swirlspy.qpf) (in module swirlspy.qpf.dl.operators.common) ConstantOp (class in swirlspy.qpf.dl.operators.common) ConstantOpProp (class in swirlspy.qpf.dl.operators.common)

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) ConvGRU (class in swirlspy.qpf.dl.operators.conv_rnn) ConvRNN (class in swirlspy.qpf.dl.operators.conv_rnn) copy() (swirlspy.obs.Lightning method) (swirlspy.obs.lightning.Lightning method) (swirlspy.obs.Rain method) (swirlspy.obs.rain.Rain method) create_operator() (swirlspy.qpf.dl.operators.common.ConstantOpProp method) (swirlspy.qpf.dl.operators.common.EntropyMultinomialDistProp method) (swirlspy.qpf.dl.operators.common.IdentityOpProp method) (swirlspy.qpf.dl.operators.common.LogisticRegressionMaskOutputProp method) (swirlspy.qpf.dl.operators.common.SaveNpyOpProp method) 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) cv2_read_img() (in module swirlspy.qpf.dl.image) cv2_read_img_resize() (in module swirlspy.qpf.dl.image)

D

darts() (in module swirlspy.qpf) data (swirlspy.blending.Raw property) (swirlspy.obs.Rain attribute) (swirlspy.obs.rain.Rain attribute) data_length (swirlspy.obs.Lightning attribute) (swirlspy.obs.lightning.Lightning attribute) data_name (swirlspy.sat.safnwc.Asii_Type property) (swirlspy.sat.safnwc.Cmic_Type property) (swirlspy.sat.safnwc.IShai_Type property) 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) debug_norm_all() (swirlspy.qpf.dl.my_module.MyModule method) 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) dense_lucaskanade() (in module swirlspy.qpf) DFN() (in module swirlspy.qpf.dl.operators.transformations) DiffBL (swirlspy.sat.safnwc.IShai_Type attribute) DiffCAPE (swirlspy.sat.safnwc.IShai_Type attribute) DiffHL (swirlspy.sat.safnwc.IShai_Type attribute) DiffKI (swirlspy.sat.safnwc.IShai_Type attribute) DiffML (swirlspy.sat.safnwc.IShai_Type attribute) DiffTPW (swirlspy.sat.safnwc.IShai_Type attribute) 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) encoder_data_desc() (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterBaseFactory method) encoder_forecaster_build_networks() (in module swirlspy.qpf.dl.encoder_forecaster) encoder_sym() (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterBaseFactory method) EncoderForecasterBaseFactory (class in swirlspy.qpf.dl.encoder_forecaster) EncoderForecasterStates (class in swirlspy.qpf.dl.encoder_forecaster) 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)

entropy_multinomial() (in module swirlspy.qpf.dl.operators.common) EntropyMultinomialDist (class in swirlspy.qpf.dl.operators.common) EntropyMultinomialDistProp (class in swirlspy.qpf.dl.operators.common) ets() (in module swirlspy.ver.metric) extrapolation() (in module swirlspy.qpf)

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) fit_ellipse() (in module swirlspy.object) flatten_add_layout() (swirlspy.qpf.dl.operators.base_rnn.BaseStackRNN method) flow_conv() (in module swirlspy.qpf.dl.operators.traj_rnn) flow_to_img() (in module swirlspy.qpf.dl.helpers.visualization)

forecaster_data_desc() (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterBaseFactory method) forecaster_sym() (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterBaseFactory method) forward() (swirlspy.qpf.dl.operators.common.ConstantOp method) (swirlspy.qpf.dl.operators.common.EntropyMultinomialDist method) (swirlspy.qpf.dl.operators.common.IdentityOp method) (swirlspy.qpf.dl.operators.common.LogisticRegressionMaskOutput method) (swirlspy.qpf.dl.operators.common.SaveNpyOp 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_current_states() (swirlspy.qpf.dl.operators.base_rnn.MyBaseRNNCell method) get_ellipse_mask() (in module swirlspy.object) get_encoder_forecaster_rnn_blocks() (in module swirlspy.qpf.dl.encoder_forecaster) get_encoder_states() (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterStates method)

get_exclude_mask() (in module swirlspy.qpf.dl.hko_iterator) get_forecaster_state() (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterStates method) 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_loss_weight_symbol() (in module swirlspy.qpf.dl.hko_factory) get_observation() (swirlspy.qpf.dl.hko_benchmark.HKOBenchmarkEnv method) get_output_dict() (swirlspy.qpf.dl.my_module.MyModule method) 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) global_grad_norm() (swirlspy.qpf.dl.my_module.MyModule method) grid_align() (in module swirlspy.preprocess) grid_generator() (in module swirlspy.qpf.dl.operators.common) grid_resample() (in module swirlspy.core.resample) group_add() (in module swirlspy.qpf.dl.operators.common)

H

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

HKOIterator (class in swirlspy.qpf.dl.hko_iterator) HKONowcastingFactory (class in swirlspy.qpf.dl.hko_factory) HKOSimpleBuffer (class in swirlspy.qpf.dl.hko_iterator) HL (swirlspy.sat.safnwc.IShai_Type attribute) hss() (in module swirlspy.ver.metric)

I

identity() (in module swirlspy.qpf.dl.operators.common) IdentityOp (class in swirlspy.qpf.dl.operators.common) IdentityOpProp (class in swirlspy.qpf.dl.operators.common) in_radius() (in module swirlspy.ltg.map) infer_shape() (swirlspy.qpf.dl.operators.common.ConstantOpProp method) (swirlspy.qpf.dl.operators.common.EntropyMultinomialDistProp method) (swirlspy.qpf.dl.operators.common.IdentityOpProp method) (swirlspy.qpf.dl.operators.common.LogisticRegressionMaskOutputProp method) (swirlspy.qpf.dl.operators.common.SaveNpyOpProp method)

init_encoder_state_info (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterBaseFactory property) init_forecaster_state_info (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterBaseFactory property) init_gan_state_info (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterBaseFactory property) init_optimizer_using_cfg() (in module swirlspy.qpf.dl.encoder_forecaster) init_state_vars() (swirlspy.qpf.dl.operators.base_rnn.BaseStackRNN method) IShai_Type (class in swirlspy.sat.safnwc) iwp (swirlspy.sat.safnwc.Cmic_Type attribute)

K

KI (swirlspy.sat.safnwc.IShai_Type attribute)

L

Lightning (class in swirlspy.obs) (class in swirlspy.obs.lightning) list_arguments() (swirlspy.qpf.dl.operators.common.ConstantOpProp method) (swirlspy.qpf.dl.operators.common.EntropyMultinomialDistProp method) (swirlspy.qpf.dl.operators.common.IdentityOpProp method) (swirlspy.qpf.dl.operators.common.LogisticRegressionMaskOutputProp method) (swirlspy.qpf.dl.operators.common.SaveNpyOpProp method) list_outputs() (swirlspy.qpf.dl.operators.common.ConstantOpProp method) (swirlspy.qpf.dl.operators.common.EntropyMultinomialDistProp method) (swirlspy.qpf.dl.operators.common.IdentityOpProp method) (swirlspy.qpf.dl.operators.common.LogisticRegressionMaskOutputProp method) (swirlspy.qpf.dl.operators.common.SaveNpyOpProp method) load() (swirlspy.qpf.dl.movingmnist_iterator.MovingMNISTAdvancedIterator method) load_encoder_forecaster_params() (in module swirlspy.qpf.dl.encoder_forecaster) 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) load_params_allow_missing() (swirlspy.qpf.dl.my_module.MyModule method) locate_cuda() (in module swirlspy.utils) locate_file() (in module swirlspy.qpe.utils) logging_config() (in module swirlspy.qpf.dl.utils) logistic_regression_mask_output() (in module swirlspy.qpf.dl.operators.common) LogisticRegressionMaskOutput (class in swirlspy.qpf.dl.operators.common) LogisticRegressionMaskOutputProp (class in swirlspy.qpf.dl.operators.common) loss_data_desc() (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterBaseFactory method) loss_label_desc() (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterBaseFactory method) loss_sym() (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterBaseFactory method) (swirlspy.qpf.dl.hko_factory.HKONowcastingFactory method) lwp (swirlspy.sat.safnwc.Cmic_Type attribute) lx (swirlspy.obs.Lightning attribute) (swirlspy.obs.lightning.Lightning attribute) ly (swirlspy.obs.Lightning attribute) (swirlspy.obs.lightning.Lightning attribute)

M

masked_gdl_loss() (in module swirlspy.qpf.dl.operators.common) masked_hit_miss_counts() (in module swirlspy.qpf.dl.operators.common) merge_rgba_cv2() (in module swirlspy.qpf.dl.helpers.visualization) ML (swirlspy.sat.safnwc.IShai_Type attribute) mm (swirlspy.utils.FrameType attribute) mmph (swirlspy.utils.FrameType attribute) module swirlspy swirlspy.blending swirlspy.core swirlspy.core.resample swirlspy.ltg swirlspy.ltg.map swirlspy.object swirlspy.obs swirlspy.obs.lightning swirlspy.obs.rain 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.encoder_forecaster 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_factory swirlspy.qpf.dl.hko_iterator swirlspy.qpf.dl.image swirlspy.qpf.dl.mask swirlspy.qpf.dl.movingmnist_iterator swirlspy.qpf.dl.my_module swirlspy.qpf.dl.numba_accelerated swirlspy.qpf.dl.operators swirlspy.qpf.dl.operators.base_rnn swirlspy.qpf.dl.operators.common swirlspy.qpf.dl.operators.conv_rnn swirlspy.qpf.dl.operators.traj_rnn swirlspy.qpf.dl.operators.transformations swirlspy.qpf.dl.ops swirlspy.qpf.dl.prediction_base_factory 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_v2 swirlspy.sat.safnwc 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) multi_segment_slice_axis() (in module swirlspy.qpf.dl.operators.common) multiple_acc() (in module swirlspy.qpe.utils) MultiScaleSSIM() (in module swirlspy.qpf.dl.helpers.msssim) MyBaseRNNCell (class in swirlspy.qpf.dl.operators.base_rnn) MyConstant (class in swirlspy.qpf.dl.operators.common) MyGRU (class in swirlspy.qpf.dl.operators.base_rnn) MyModule (class in swirlspy.qpf.dl.my_module)

N

name (swirlspy.sat.safnwc.Asii_Type property) nd_global_norm() (in module swirlspy.qpf.dl.my_module)

normalize_grid() (in module swirlspy.qpf.dl.operators.common) 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)

one_step_diff() (in module swirlspy.qpf.dl.operators.common) 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) pal (swirlspy.sat.safnwc.Asii_Type property) (swirlspy.sat.safnwc.IShai_Type property) pal_levels (swirlspy.sat.safnwc.Asii_Type property) (swirlspy.sat.safnwc.IShai_Type property) pal_name (swirlspy.sat.safnwc.Cmic_Type property) ParamsReg (class in swirlspy.qpf.dl.ops) parse_ctx() (in module swirlspy.qpf.dl.utils) parse_log() (in module swirlspy.qpf.dl.helpers.log_analysis) persistence() (in module swirlspy.qpf) (in module swirlspy.qpf.persistence) 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) PredictionBaseFactory (class in swirlspy.qpf.dl.prediction_base_factory) 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_asii() (in module swirlspy.sat.safnwc) read_ci() (in module swirlspy.sat.safnwc) read_cinrad_sc_data() (in module swirlspy.rad) read_cinrad_standard_data() (in module swirlspy.rad) read_cmic() (in module swirlspy.sat.safnwc) read_crr_accum() (in module swirlspy.sat.safnwc) read_crr_intensity() (in module swirlspy.sat.safnwc) read_ct() (in module swirlspy.sat.safnwc) read_ctth_alti() (in module swirlspy.sat.safnwc) read_h8_data() (in module swirlspy.sat.h8) read_hdf5() (in module swirlspy.rad) read_hrw() (in module swirlspy.sat.safnwc) read_iris_grid() (in module swirlspy.rad) read_iris_raw() (in module swirlspy.rad) read_iris_raw_3d() (in module swirlspy.rad) read_ishai() (in module swirlspy.sat.safnwc) 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_rdt() (in module swirlspy.sat.safnwc) read_uf_ph_3d() (in module swirlspy.rad) RecursiveOneStepBaseFactory (class in swirlspy.qpf.dl.prediction_base_factory) 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.operators.base_rnn.BaseStackRNN method) (swirlspy.qpf.dl.operators.base_rnn.MyBaseRNNCell method) (swirlspy.qpf.dl.ops.ParamsReg method) reset_all() (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterStates method) (swirlspy.qpf.dl.prediction_base_factory.PredictionBaseFactory method) reset_batch() (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterStates 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() (in module swirlspy.qpf) (in module swirlspy.qpf.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_npy() (in module swirlspy.qpf.dl.operators.common) save_pkl() (swirlspy.qpf.dl.hko_evaluation.HKOEvaluation method) save_tmp_grad() (swirlspy.qpf.dl.my_module.MyModule method) save_txt_readable() (swirlspy.qpf.dl.hko_evaluation.HKOEvaluation method) SaveNpyOp (class in swirlspy.qpf.dl.operators.common) SaveNpyOpProp (class in swirlspy.qpf.dl.operators.common) sc (swirlspy.sat.safnwc.Asii_Type attribute) set_begin_end() (swirlspy.qpf.dl.hko_iterator.HKOIterator method) show_raingauge() (in module swirlspy.qpe.rfmap) sites (swirlspy.blending.Raw property) sla() (in module swirlspy.qpf) (in module swirlspy.qpf.sla) split_to_concat() (swirlspy.qpf.dl.operators.base_rnn.BaseStackRNN method) sprog() (in module swirlspy.qpf) sseps() (in module swirlspy.qpf) stack_rnn_encode() (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterBaseFactory method) stack_rnn_forecast() (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterBaseFactory method) 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) state_info (swirlspy.qpf.dl.operators.base_rnn.BaseStackRNN property) (swirlspy.qpf.dl.operators.base_rnn.MyGRU property) (swirlspy.qpf.dl.operators.conv_rnn.ConvGRU property) (swirlspy.qpf.dl.operators.conv_rnn.ConvRNN property) (swirlspy.qpf.dl.operators.traj_rnn.TrajGRU property) state_postfix (swirlspy.qpf.dl.operators.base_rnn.BaseStackRNN property) (swirlspy.qpf.dl.operators.conv_rnn.ConvGRU property) (swirlspy.qpf.dl.operators.traj_rnn.TrajGRU property) station (swirlspy.obs.Rain attribute) (swirlspy.obs.rain.Rain attribute) steps() (in module swirlspy.qpf) STP() (in module swirlspy.qpf.dl.operators.transformations) summary() (swirlspy.qpf.dl.my_module.MyModule method) swirlspy module swirlspy.blending module swirlspy.core module swirlspy.core.resample module swirlspy.ltg module swirlspy.ltg.map module swirlspy.object module swirlspy.obs module swirlspy.obs.lightning module swirlspy.obs.rain 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.encoder_forecaster 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_factory 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.my_module module swirlspy.qpf.dl.numba_accelerated module swirlspy.qpf.dl.operators module swirlspy.qpf.dl.operators.base_rnn module swirlspy.qpf.dl.operators.common module swirlspy.qpf.dl.operators.conv_rnn module swirlspy.qpf.dl.operators.traj_rnn module swirlspy.qpf.dl.operators.transformations module swirlspy.qpf.dl.ops module swirlspy.qpf.dl.prediction_base_factory 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_v2 module swirlspy.sat.safnwc 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_concat() (swirlspy.qpf.dl.operators.base_rnn.BaseStackRNN method) 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_split() (swirlspy.qpf.dl.operators.base_rnn.BaseStackRNN method) to_wgs84() (in module swirlspy.core.resample) total_frame_num (swirlspy.qpf.dl.hko_iterator.HKOIterator property) TPW (swirlspy.sat.safnwc.IShai_Type attribute) train_step() (in module swirlspy.qpf.dl.encoder_forecaster) TrajGRU (class in swirlspy.qpf.dl.operators.traj_rnn) trop (swirlspy.sat.safnwc.Asii_Type attribute) tz2naive() (in module swirlspy.utils.conversion)

U

UnknownImageFormat unroll() (swirlspy.qpf.dl.operators.base_rnn.BaseStackRNN method) (swirlspy.qpf.dl.operators.base_rnn.MyBaseRNNCell method) update() (swirlspy.qpf.dl.encoder_forecaster.EncoderForecasterStates method) (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)

V

vet() (in module swirlspy.qpf)

W

wave (swirlspy.sat.safnwc.Asii_Type attribute) weight (swirlspy.blending.Raw property) weighted_fss() (in module swirlspy.qpf.dl.operators.common) weighted_l1() (in module swirlspy.qpf.dl.operators.common)

weighted_l2() (in module swirlspy.qpf.dl.operators.common) weighted_mae() (in module swirlspy.qpf.dl.operators.common) weighted_mse() (in module swirlspy.qpf.dl.operators.common) weighted_physical_loss() (in module swirlspy.qpf.dl.operators.common)

Z

Z (swirlspy.utils.FrameType attribute)