spechomo
0.10.3
Contents:
About
Source code repository
Installation
Usage instructions
Python API reference
Contributing
Credits
History
spechomo
»
Index
Index
A
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C
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D
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E
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F
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G
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I
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K
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L
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M
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N
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P
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R
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S
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T
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V
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W
A
add_refcube_array() (spechomo.training_data.RefCube method)
add_spectra() (spechomo.training_data.RefCube method)
apply_clusters() (spechomo.clustering.KMeansRSImage method)
C
captured_stream (spechomo.logging.SpecHomo_Logger property)
classifier_from_json_str() (in module spechomo.classifier)
classifier_to_jsonable_dict() (in module spechomo.classifier)
ClassifierCollection (class in spechomo.classifier)
ClassifierNotAvailableError
close() (spechomo.logging.SpecHomo_Logger method)
close_logger() (in module spechomo.logging)
cluster_image_and_get_uniform_spectra() (spechomo.classifier_creation.ReferenceCube_Generator method)
Cluster_Learner (class in spechomo.classifier)
ClusterClassifier_Generator (class in spechomo.classifier_creation)
clustermap (spechomo.clustering.KMeansRSImage property)
clusters (spechomo.clustering.KMeansRSImage property)
col_imName_dict (spechomo.training_data.RefCube property)
compute_clusters() (spechomo.clustering.KMeansRSImage method)
compute_euclidian_distance_2D() (spechomo.clustering.KMeansRSImage static method)
compute_euclidian_distance_for_labelled_spectra() (spechomo.clustering.KMeansRSImage static method)
compute_prediction_errors() (spechomo.prediction.RSImage_ClusterPredictor method)
compute_spectral_angles() (spechomo.clustering.KMeansRSImage method)
compute_spectral_distances() (spechomo.clustering.KMeansRSImage method)
create_classifiers() (spechomo.classifier_creation.ClusterClassifier_Generator method)
D
download_pretrained_classifiers() (in module spechomo.utils)
dump() (spechomo.clustering.KMeansRSImage method)
E
explore_classifer_dillfile() (in module spechomo.utils)
export_classifiers_as_JSON() (in module spechomo.utils)
F
filter() (spechomo.logging.LessThanFilter method)
from_disk() (spechomo.classifier.Cluster_Learner class method)
(spechomo.clustering.KMeansRSImage class method)
G
generate_reference_cubes() (spechomo.classifier_creation.ReferenceCube_Generator method)
get_band_combination() (spechomo.training_data.RefCube method)
get_classifier() (spechomo.prediction.RSImage_ClusterPredictor method)
get_filename_classifier_collection() (in module spechomo.classifier_creation)
get_jsonable_value() (in module spechomo.classifier)
get_machine_learner() (in module spechomo.classifier_creation)
get_purest_spectra_from_each_cluster() (spechomo.clustering.KMeansRSImage method)
get_random_spectra_from_each_cluster() (spechomo.clustering.KMeansRSImage method)
get_spectra_dataframe() (spechomo.training_data.RefCube method)
goodSpecMask (spechomo.clustering.KMeansRSImage property)
I
im2spectra() (in module spechomo.utils)
interpolate_cube() (spechomo.prediction.SpectralHomogenizer method)
K
KMeansRSImage (class in spechomo.clustering)
L
labels (spechomo.clustering.KMeansRSImage property)
labels_with_nodata (spechomo.clustering.KMeansRSImage property)
LessThanFilter (class in spechomo.logging)
list_available_transformations() (in module spechomo.utils)
M
metadata (spechomo.training_data.RefCube property)
module
spechomo
spechomo.classifier
spechomo.classifier_creation
spechomo.clustering
spechomo.exceptions
spechomo.logging
spechomo.options
spechomo.prediction
spechomo.resampling
spechomo.training_data
spechomo.utils
spechomo.version
N
n_clusters (spechomo.training_data.RefCube property)
n_images (spechomo.training_data.RefCube property)
n_signatures (spechomo.training_data.RefCube property)
n_signatures_per_cluster (spechomo.training_data.RefCube property)
n_spectra (spechomo.clustering.KMeansRSImage property)
P
plot_cluster_centers() (spechomo.clustering.KMeansRSImage method)
plot_cluster_histogram() (spechomo.clustering.KMeansRSImage method)
plot_clustermap() (spechomo.clustering.KMeansRSImage method)
plot_sample_spectra() (spechomo.classifier.Cluster_Learner method)
(spechomo.training_data.RefCube method)
plot_scatter_matrix() (spechomo.training_data.TrainingData method)
plot_scattermatrix() (spechomo.training_data.TrainingData method)
predict() (spechomo.classifier.Cluster_Learner method)
(spechomo.prediction.RSImage_ClusterPredictor method)
predict_by_machine_learner() (spechomo.prediction.SpectralHomogenizer method)
predict_weighted_averages() (spechomo.classifier.Cluster_Learner method)
print_stats() (spechomo.classifier.Cluster_Learner method)
R
read_data_from_disk() (spechomo.training_data.RefCube method)
rearrange_layers() (spechomo.training_data.RefCube method)
RefCube (class in spechomo.training_data)
refcubes (spechomo.classifier_creation.ReferenceCube_Generator property)
ReferenceCube_Generator (class in spechomo.classifier_creation)
resample_image() (spechomo.resampling.SpectralResampler method)
resample_image_spectrally() (spechomo.classifier_creation.ReferenceCube_Generator method)
resample_signature() (spechomo.resampling.SpectralResampler method)
resample_spectra() (spechomo.classifier_creation.ReferenceCube_Generator method)
(spechomo.resampling.SpectralResampler method)
RSImage_ClusterPredictor (class in spechomo.prediction)
rsr_1nm (spechomo.resampling.SpectralResampler property)
S
save() (spechomo.training_data.RefCube method)
save_clustermap() (spechomo.clustering.KMeansRSImage method)
save_to_json() (spechomo.classifier.Cluster_Learner method)
show_band_scatterplot() (spechomo.training_data.TrainingData method)
shutdown_loggers() (in module spechomo.logging)
spechomo
module
spechomo.classifier
module
spechomo.classifier_creation
module
spechomo.clustering
module
spechomo.exceptions
module
spechomo.logging
module
spechomo.options
module
spechomo.prediction
module
spechomo.resampling
module
spechomo.training_data
module
spechomo.utils
module
spechomo.version
module
SpecHomo_Logger (class in spechomo.logging)
spectra (spechomo.clustering.KMeansRSImage property)
spectra2im() (in module spechomo.utils)
spectral_angles (spechomo.clustering.KMeansRSImage property)
spectral_angles_with_nodata (spechomo.clustering.KMeansRSImage property)
spectral_distances (spechomo.clustering.KMeansRSImage property)
spectral_distances_with_nodata (spechomo.clustering.KMeansRSImage property)
SpectralHomogenizer (class in spechomo.prediction)
SpectralResampler (class in spechomo.resampling)
T
to_jsonable_dict() (spechomo.classifier.Cluster_Learner method)
train_machine_learner() (spechomo.classifier_creation.ClusterClassifier_Generator static method)
TrainingData (class in spechomo.training_data)
V
view_logfile() (spechomo.logging.SpecHomo_Logger method)
W
wavelengths (spechomo.training_data.RefCube property)
wvl_1nm (spechomo.resampling.SpectralResampler property)