Index

A

add_feature_group() (aydin.features.extensible_features.ExtensibleFeatureGenerator method) (aydin.features.standard_features.StandardFeatureGenerator method) add_transform() (aydin.it.base.ImageTranslatorBase method) (aydin.it.classic.ImageDenoiserClassic method) (aydin.it.cnn.ImageTranslatorCNN method) (aydin.it.fgr.ImageTranslatorFGR method)

archive() (aydin.restoration.denoise.classic.Classic static method) (aydin.restoration.denoise.noise2selfcnn.Noise2SelfCNN static method) (aydin.restoration.denoise.noise2selffgr.Noise2SelfFGR static method) AttenuationTransform (class in aydin.it.transforms.attenuation)

C

calibrate_denoise_bilateral() (in module aydin.it.classic_denoisers.bilateral) calibrate_denoise_bmnd() (in module aydin.it.classic_denoisers.bmnd) calibrate_denoise_butterworth() (in module aydin.it.classic_denoisers.butterworth) calibrate_denoise_dictionary_fixed() (in module aydin.it.classic_denoisers.dictionary_fixed) calibrate_denoise_dictionary_learned() (in module aydin.it.classic_denoisers.dictionary_learned) calibrate_denoise_gaussian() (in module aydin.it.classic_denoisers.gaussian) calibrate_denoise_gm() (in module aydin.it.classic_denoisers.gm) calibrate_denoise_harmonic() (in module aydin.it.classic_denoisers.harmonic) calibrate_denoise_lipschitz() (in module aydin.it.classic_denoisers.lipschitz) calibrate_denoise_nlm() (in module aydin.it.classic_denoisers.nlm) calibrate_denoise_pca() (in module aydin.it.classic_denoisers.pca) calibrate_denoise_spectral() (in module aydin.it.classic_denoisers.spectral) calibrate_denoise_tv() (in module aydin.it.classic_denoisers.tv) calibrate_denoise_wavelet() (in module aydin.it.classic_denoisers.wavelet) CBRegressor (class in aydin.regression.cb) Classic (class in aydin.restoration.denoise.classic) classic_denoise() (in module aydin)

clean_model_folder() (aydin.restoration.denoise.classic.Classic static method) (aydin.restoration.denoise.noise2selfcnn.Noise2SelfCNN static method) (aydin.restoration.denoise.noise2selffgr.Noise2SelfFGR static method) clear_features() (aydin.features.extensible_features.ExtensibleFeatureGenerator method) (aydin.features.standard_features.StandardFeatureGenerator method) clear_transforms() (aydin.it.base.ImageTranslatorBase method) (aydin.it.classic.ImageDenoiserClassic method) (aydin.it.cnn.ImageTranslatorCNN method) (aydin.it.fgr.ImageTranslatorFGR method) compute() (aydin.features.base.FeatureGeneratorBase method) (aydin.features.extensible_features.ExtensibleFeatureGenerator method) (aydin.features.standard_features.StandardFeatureGenerator method) configurable_arguments (aydin.restoration.denoise.classic.Classic property) (aydin.restoration.denoise.noise2selfcnn.Noise2SelfCNN property) (aydin.restoration.denoise.noise2selffgr.Noise2SelfFGR property) create_feature_array() (aydin.features.base.FeatureGeneratorBase method) (aydin.features.extensible_features.ExtensibleFeatureGenerator method) (aydin.features.standard_features.StandardFeatureGenerator method)

D

denoise() (aydin.restoration.denoise.classic.Classic method) (aydin.restoration.denoise.noise2selfcnn.Noise2SelfCNN method) (aydin.restoration.denoise.noise2selffgr.Noise2SelfFGR method) denoise_bilateral() (in module aydin.it.classic_denoisers.bilateral) denoise_bmnd() (in module aydin.it.classic_denoisers.bmnd) denoise_butterworth() (in module aydin.it.classic_denoisers.butterworth) denoise_dictionary_fixed() (in module aydin.it.classic_denoisers.dictionary_fixed) denoise_dictionary_learned() (in module aydin.it.classic_denoisers.dictionary_learned) denoise_gaussian() (in module aydin.it.classic_denoisers.gaussian)

denoise_gm() (in module aydin.it.classic_denoisers.gm) denoise_harmonic() (in module aydin.it.classic_denoisers.harmonic) denoise_lipschitz() (in module aydin.it.classic_denoisers.lipschitz) denoise_nlm() (in module aydin.it.classic_denoisers.nlm) denoise_pca() (in module aydin.it.classic_denoisers.pca) denoise_spectral() (in module aydin.it.classic_denoisers.spectral) denoise_tv() (in module aydin.it.classic_denoisers.tv) denoise_wavelet() (in module aydin.it.classic_denoisers.wavelet) DeskewTransform (class in aydin.it.transforms.deskew)

E

ExtensibleFeatureGenerator (class in aydin.features.extensible_features)

F

FeatureGeneratorBase (class in aydin.features.base) FileMetadata (class in aydin.io.io) fit() (aydin.regression.cb.CBRegressor method) (aydin.regression.lgbm.LGBMRegressor method) (aydin.regression.linear.LinearRegressor method) (aydin.regression.perceptron.PerceptronRegressor method) (aydin.regression.random_forest.RandomForestRegressor method) (aydin.regression.support_vector.SupportVectorRegressor method)

FixedPatternTransform (class in aydin.it.transforms.fixedpattern) forward() (aydin.nn.models.jinet.JINetModel method) (aydin.nn.models.unet.UNetModel method)

G

get_cache_folder() (in module aydin.io.folders) get_generator() (aydin.restoration.denoise.noise2selffgr.Noise2SelfFGR method) get_home_folder() (in module aydin.io.folders) get_num_features() (aydin.features.extensible_features.ExtensibleFeatureGenerator method) (aydin.features.standard_features.StandardFeatureGenerator method) get_receptive_field_radius() (aydin.features.base.FeatureGeneratorBase method) (aydin.features.extensible_features.ExtensibleFeatureGenerator method) (aydin.features.standard_features.StandardFeatureGenerator method)

get_regressor() (aydin.restoration.denoise.noise2selffgr.Noise2SelfFGR method) get_temp_folder() (in module aydin.io.folders) get_translator() (aydin.restoration.denoise.classic.Classic method) (aydin.restoration.denoise.noise2selfcnn.Noise2SelfCNN method) (aydin.restoration.denoise.noise2selffgr.Noise2SelfFGR method)

H

HighpassTransform (class in aydin.it.transforms.highpass)

HistogramEqualisationTransform (class in aydin.it.transforms.histogram)

I

ImageDenoiserClassic (class in aydin.it.classic) ImageTranslatorBase (class in aydin.it.base) ImageTranslatorCNN (class in aydin.it.cnn) ImageTranslatorFGR (class in aydin.it.fgr) implementations (aydin.restoration.denoise.classic.Classic property) (aydin.restoration.denoise.noise2selfcnn.Noise2SelfCNN property) (aydin.restoration.denoise.noise2selffgr.Noise2SelfFGR property)

imread() (in module aydin.io.io) imwrite() (in module aydin.io.io) is_batch() (in module aydin.io.io) is_channel() (in module aydin.io.io)

J

JINetModel (class in aydin.nn.models.jinet)

L

LGBMRegressor (class in aydin.regression.lgbm) LinearRegressor (class in aydin.regression.linear) load() (aydin.features.base.FeatureGeneratorBase static method) (aydin.features.extensible_features.ExtensibleFeatureGenerator static method) (aydin.features.standard_features.StandardFeatureGenerator static method) (aydin.it.base.ImageTranslatorBase static method) (aydin.it.classic.ImageDenoiserClassic static method) (aydin.it.cnn.ImageTranslatorCNN static method) (aydin.it.fgr.ImageTranslatorFGR static method) (aydin.regression.cb.CBRegressor static method) (aydin.regression.lgbm.LGBMRegressor static method) (aydin.regression.linear.LinearRegressor static method) (aydin.regression.perceptron.PerceptronRegressor static method) (aydin.regression.random_forest.RandomForestRegressor static method) (aydin.regression.support_vector.SupportVectorRegressor static method) (aydin.restoration.denoise.classic.Classic method) (aydin.restoration.denoise.noise2selfcnn.Noise2SelfCNN method) (aydin.restoration.denoise.noise2selffgr.Noise2SelfFGR method)

M

MotionStabilisationTransform (class in aydin.it.transforms.motion)

N

noise2self_cnn() (in module aydin) noise2self_fgr() (in module aydin)

Noise2SelfCNN (class in aydin.restoration.denoise.noise2selfcnn) Noise2SelfFGR (class in aydin.restoration.denoise.noise2selffgr)

P

PaddingTransform (class in aydin.it.transforms.padding) parse_axes_args() (aydin.it.base.ImageTranslatorBase static method) (aydin.it.classic.ImageDenoiserClassic static method) (aydin.it.cnn.ImageTranslatorCNN static method) (aydin.it.fgr.ImageTranslatorFGR static method) PerceptronRegressor (class in aydin.regression.perceptron)

PeriodicNoiseSuppressionTransform (class in aydin.it.transforms.periodic) predict() (aydin.regression.cb.CBRegressor method) (aydin.regression.lgbm.LGBMRegressor method) (aydin.regression.linear.LinearRegressor method) (aydin.regression.perceptron.PerceptronRegressor method) (aydin.regression.random_forest.RandomForestRegressor method) (aydin.regression.support_vector.SupportVectorRegressor method)

R

RandomForestRegressor (class in aydin.regression.random_forest) RangeTransform (class in aydin.it.transforms.range) recommended_max_num_datapoints() (aydin.regression.cb.CBRegressor method) (aydin.regression.lgbm.LGBMRegressor method) (aydin.regression.linear.LinearRegressor method) (aydin.regression.perceptron.PerceptronRegressor method) (aydin.regression.random_forest.RandomForestRegressor method) (aydin.regression.support_vector.SupportVectorRegressor method)

S

SaltPepperTransform (class in aydin.it.transforms.salt_pepper) save() (aydin.features.base.FeatureGeneratorBase method) (aydin.features.extensible_features.ExtensibleFeatureGenerator method) (aydin.features.standard_features.StandardFeatureGenerator method) (aydin.it.base.ImageTranslatorBase method) (aydin.it.classic.ImageDenoiserClassic method) (aydin.it.cnn.ImageTranslatorCNN method) (aydin.it.fgr.ImageTranslatorFGR method) (aydin.regression.cb.CBRegressor method) (aydin.regression.lgbm.LGBMRegressor method) (aydin.regression.linear.LinearRegressor method) (aydin.regression.perceptron.PerceptronRegressor method) (aydin.regression.random_forest.RandomForestRegressor method) (aydin.regression.support_vector.SupportVectorRegressor method) (aydin.restoration.denoise.classic.Classic method) (aydin.restoration.denoise.noise2selfcnn.Noise2SelfCNN method) (aydin.restoration.denoise.noise2selffgr.Noise2SelfFGR method)

StandardFeatureGenerator (class in aydin.features.standard_features) stop_fit() (aydin.regression.cb.CBRegressor method) (aydin.regression.lgbm.LGBMRegressor method) (aydin.regression.linear.LinearRegressor method) (aydin.regression.perceptron.PerceptronRegressor method) (aydin.regression.random_forest.RandomForestRegressor method) (aydin.regression.support_vector.SupportVectorRegressor method) stop_running() (aydin.restoration.denoise.classic.Classic method) (aydin.restoration.denoise.noise2selfcnn.Noise2SelfCNN method) (aydin.restoration.denoise.noise2selffgr.Noise2SelfFGR method) stop_training() (aydin.it.cnn.ImageTranslatorCNN method) (aydin.it.fgr.ImageTranslatorFGR method) SupportVectorRegressor (class in aydin.regression.support_vector)

T

train() (aydin.it.base.ImageTranslatorBase method) (aydin.it.classic.ImageDenoiserClassic method) (aydin.it.cnn.ImageTranslatorCNN method) (aydin.it.fgr.ImageTranslatorFGR method) (aydin.restoration.denoise.classic.Classic method) (aydin.restoration.denoise.noise2selfcnn.Noise2SelfCNN method) (aydin.restoration.denoise.noise2selffgr.Noise2SelfFGR method)

U

UNetModel (class in aydin.nn.models.unet)

V

VarianceStabilisationTransform (class in aydin.it.transforms.variance_stabilisation)