Index

B

baseModel (class in ninolearn.learn.models.baseModel)

build_model() (ninolearn.learn.models.dem.DEM method) (ninolearn.learn.models.encoderDecoder.EncoderDecoder method)

C

calc_warm_pool_edge() (in module ninolearn.preprocess.prepare) climateNetwork (class in ninolearn.preprocess.network) cluster_fraction() (ninolearn.preprocess.network.climateNetwork method) component_map_() (ninolearn.preprocess.pca.pca method) compute_pca() (ninolearn.preprocess.pca.pca method) computeAnomaly() (in module ninolearn.preprocess.anomaly) computeMeanClimatology() (in module ninolearn.preprocess.anomaly)

computeNetworkMetrics() (ninolearn.preprocess.network.networkMetricsSeries method) computeNormAnomaly() (in module ninolearn.preprocess.anomaly) computeStdClimatology() (in module ninolearn.preprocess.anomaly) computeTimeSeries() (ninolearn.preprocess.network.networkMetricsSeries method) corrected_hamming_distance() (ninolearn.preprocess.network.climateNetwork method) cross_hindcast() (in module ninolearn.learn.fit) cross_training() (in module ninolearn.learn.fit)

D

data_reader (class in ninolearn.IO.read_processed) DEM (class in ninolearn.learn.models.dem)

download() (in module ninolearn.download) downloadFTP() (in module ninolearn.download) downloadHTTP() (in module ninolearn.download)

E

EncoderDecoder (class in ninolearn.learn.models.encoderDecoder) evaluate() (ninolearn.learn.models.dem.DEM method) (ninolearn.learn.models.encoderDecoder.EncoderDecoder method) evaluation_correlation() (in module ninolearn.learn.evaluation) evaluation_decadal_correlation() (in module ninolearn.learn.evaluation)

evaluation_decadal_nll() (in module ninolearn.learn.evaluation) evaluation_decadal_srmse() (in module ninolearn.learn.evaluation) evaluation_nll() (in module ninolearn.learn.evaluation) evaluation_seasonal_correlation() (in module ninolearn.learn.evaluation) evaluation_seasonal_srmse() (in module ninolearn.learn.evaluation) evaluation_srmse() (in module ninolearn.learn.evaluation)

F

fit() (ninolearn.learn.models.dem.DEM method) (ninolearn.learn.models.encoderDecoder.EncoderDecoder method) fit_RandomizedSearch() (ninolearn.learn.models.baseModel.baseModel method) (ninolearn.learn.models.encoderDecoder.EncoderDecoder method)

from_adjacency() (ninolearn.preprocess.network.climateNetwork class method) from_correalation_matrix() (ninolearn.preprocess.network.climateNetwork class method)

G

get_model_desc() (ninolearn.learn.models.dem.DEM method)

giant_fraction() (ninolearn.preprocess.network.climateNetwork method)

H

hamming_distance() (ninolearn.preprocess.network.climateNetwork method)

hca_mon() (in module ninolearn.IO.read_raw)

I

initalizeSeries() (ninolearn.preprocess.network.networkMetricsSeries method)

inside_fraction() (in module ninolearn.learn.skillMeasures) iod() (in module ninolearn.IO.read_raw)

L

load() (ninolearn.learn.models.dem.DEM method) (ninolearn.learn.models.encoderDecoder.EncoderDecoder method)

load_data() (ninolearn.preprocess.pca.pca method)

M

mean_srmse() (in module ninolearn.learn.skillMeasures)

N

networkMetricsSeries (class in ninolearn.preprocess.network) nino34_anom() (in module ninolearn.IO.read_raw) nino_anom() (in module ninolearn.IO.read_raw) ninolearn.download (module) ninolearn.IO.read_raw (module) ninolearn.learn.evaluation (module) ninolearn.learn.fit (module) ninolearn.learn.models.baseModel (module)

ninolearn.learn.models.dem (module) ninolearn.learn.models.encoderDecoder (module) ninolearn.learn.skillMeasures (module) ninolearn.preprocess.anomaly (module) ninolearn.preprocess.network (module) ninolearn.preprocess.pca (module) ninolearn.preprocess.prepare (module) nll_gaussian() (in module ninolearn.learn.skillMeasures)

O

olr() (in module ninolearn.IO.read_raw)

P

pc_projection() (ninolearn.preprocess.pca.pca method) pca (class in ninolearn.preprocess.pca) plot_eof() (ninolearn.preprocess.pca.pca method) postprocess() (in module ninolearn.preprocess.anomaly) predict() (ninolearn.learn.models.dem.DEM method) (ninolearn.learn.models.encoderDecoder.EncoderDecoder method)

prep_iod() (in module ninolearn.preprocess.prepare) prep_K_index() (in module ninolearn.preprocess.prepare) prep_nino_month() (in module ninolearn.preprocess.prepare) prep_oni() (in module ninolearn.preprocess.prepare) prep_other_forecasts() (in module ninolearn.preprocess.prepare) prep_wwv() (in module ninolearn.preprocess.prepare) prep_wwv_proxy() (in module ninolearn.preprocess.prepare)

R

read_csv() (ninolearn.IO.read_processed.data_reader method) read_forecasts() (ninolearn.IO.read_processed.data_reader method)

read_netcdf() (ninolearn.IO.read_processed.data_reader method) read_other_forecasts() (ninolearn.IO.read_processed.data_reader method) rmse() (in module ninolearn.learn.skillMeasures)

S

sat() (in module ninolearn.IO.read_raw) save() (ninolearn.learn.models.dem.DEM method) (ninolearn.learn.models.encoderDecoder.EncoderDecoder method) (ninolearn.preprocess.pca.pca method) save_weights() (ninolearn.learn.models.dem.DEM method) saveAnomaly() (in module ninolearn.preprocess.anomaly) saveNormAnomaly() (in module ninolearn.preprocess.anomaly) season_shift_year() (in module ninolearn.preprocess.prepare) season_to_month() (in module ninolearn.preprocess.prepare)

seasonal_correlation() (in module ninolearn.learn.skillMeasures) seasonal_nll() (in module ninolearn.learn.skillMeasures) seasonal_srmse() (in module ninolearn.learn.skillMeasures) set_eof_array() (ninolearn.preprocess.pca.pca method) set_hyperparameters() (ninolearn.learn.models.baseModel.baseModel method) set_parameters() (ninolearn.learn.models.encoderDecoder.EncoderDecoder method) sources (class in ninolearn.download) ssh() (in module ninolearn.IO.read_raw) sst_ERSSTv5() (in module ninolearn.IO.read_raw) sst_HadISST() (in module ninolearn.IO.read_raw)

T

toProcessedDir() (in module ninolearn.preprocess.anomaly)

U

ustr() (in module ninolearn.IO.read_raw)

uwind() (in module ninolearn.IO.read_raw)

V

vwind() (in module ninolearn.IO.read_raw)

W

wwv_anom() (in module ninolearn.IO.read_raw)