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anomalearn 0.0.2 documentation
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Getting started
User guide
API Reference
Developer guide
Release notes
Site Navigation
Getting started
User guide
API Reference
Developer guide
Release notes
Section Navigation
BaseModel and SavableModel
Sliding windows
Scorers and implementation
Tuning hyperparameters
Load and instantiate estimators
Analysis of simplicity
ExperimentLoader
DatasetReader and implementations
anomalearn package
applications package
ExperimentLoader module
ExperimentLoader
IExperimentLoader module
IExperimentLoader
input_validation package
array_checks module
check_array_1d
check_array_general
check_x_y_smaller_1d
colors module
is_matplotlib_color
attribute_checks module
check_argument_types
check_attributes_exist
check_not_default_attributes
is_var_of_type
analysis package
stationarity module
analyse_stationarity
decomposition module
decompose_time_series
dataset_simplicity module
analyse_constant_simplicity
analyse_mixed_simplicity
analyse_mov_avg_simplicity
analyse_mov_std_simplicity
visualizer package
time_series package
decomposition module
plot_time_series_decomposition
correlation module
plot_correlation_functions
scatter_plots module
scatter_plot
line_plots module
confidence_line_plot
line_plot
bar_plots module
bar_class_distribution
bar_plot
box_plots module
box_plot
pie_plots module
pie_class_distribution
pie_plot
reader package
time_series package
NASAReader module
NASAReader
SMDReader module
SMDReader
NABReader module
NABReader
KitsuneReader module
KitsuneReader
config module
rts_config
ODINTSReader module
ODINTSReader
YahooS5Reader module
YahooS5Reader
TSBenchmarkReader module
TSBenchmarkReader
GHLReader module
GHLReader
ExathlonReader module
ExathlonReader
UCRReader module
UCRReader
MGABReader module
MGABReader
TSReader module
TSReader
TSMultipleReader module
TSMultipleReader
IDataReader module
IDataReader
IDatasetReader module
IDatasetReader
IDataMultipleReader module
IDataMultipleReader
exceptions package
OpenClosedRangeError module
OpenClosedRangeError
RangeError module
RangeError
NotTrainedError module
NotTrainedError
ClosedOpenRangeError module
ClosedOpenRangeError
SelectionError module
SelectionError
InvalidInputShape module
InvalidInputShape
OpenRangeError module
OpenRangeError
ClosedRangeError module
ClosedRangeError
utils package
estimation module
estimate_mean_covariance
json module
load_py_json
save_py_json
numpy module
are_random_state_equal
scikit module
are_list_attr_equal
are_normal_attr_equal
are_numpy_attr_equal
are_random_state_attr_equal
are_tree_attr_equal
moving_functions module
mov_avg
mov_std
filesystem module
find_or_create_dir
arrays module
get_rows_without_nan
lists module
all_indices
concat_list_array
metrics module
binary_confusion_matrix
true_negative_rate
true_positive_rate
algorithms package
models package
neural package
statistical package
machine_learning package
IsolationForest module
IsolationForest
IAnomalyScorer module
IAnomalyScorer
preprocessing package
SlidingWindowReconstruct module
SlidingWindowReconstruct
SlidingWindowForecast module
SlidingWindowForecast
tuning package
hyperparameter package
GaussianProcessesSearch module
GaussianProcessesSearch
IHyperparameterSearch module
IHyperparameterSearch
IHyperparameterSearchResults module
IHyperparameterSearchResults
HyperparameterSearchResults module
HyperparameterSearchResults
TimeSeriesGridSearch module
TimeSeriesGridSearch
GBRTSearch module
GBRTSearch
HyperparameterSearch module
HyperparameterSearch
SkoptSearchABC module
SkoptSearchABC
ForestSearch module
ForestSearch
ICrossValidation module
ICrossValidation
transformers package
StandardScaler module
StandardScaler
MinMaxScaler module
MinMaxScaler
pipelines package
AbstractPipelineSavableLayer module
AbstractPipelineSavableLayer
IPipeline module
IPipeline
IPipelineLayer module
IPipelineLayer
AbstractPipelineBaseLayer module
AbstractPipelineBaseLayer
Pipeline module
Pipeline
postprocessing package
ThresholdMaxOnNormal module
ThresholdMaxOnNormal
BuilderVectorsSlidingWindow module
BuilderVectorsSlidingWindow
BuilderErrorVectorsDifference module
BuilderErrorVectorsDifference
ScorerGaussian module
ScorerGaussian
ScorerMahalanobis module
ScorerMahalanobis
BuilderErrorVectorsAbsDifference module
BuilderErrorVectorsAbsDifference
BuilderErrorVectorsNorm module
BuilderErrorVectorsNorm
IParametric module
IParametric
ISavable module
ISavable
algo_functions module
instantiate_estimator
load_estimator
IRegressor module
IRegressor
BaseModel module
BaseModel
ICopyable module
ICopyable
IShapeChanger module
IShapeChanger
IProbabilisticClassifier module
IProbabilisticClassifier
ICluster module
ICluster
ITransformer module
ITransformer
IMultipleParametric module
IMultipleParametric
IPredictor module
IPredictor
SavableModel module
SavableModel
IClassifier module
IClassifier
IBoundaryClassifier module
IBoundaryClassifier
abc module
EqualityABC
FullyRepresentableABC
ObtainableABC
RepresentableABC
StringableABC
Utility packages
API Reference
Load and instantiate estimators
Load and instantiate estimators
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