dpEmu
latest
Tutorial I: Error Generation Basics
Tutorial II: Custom Filters
Tutorial III: Using Runner Advanced I
Tutorial IV: Using Runner Advanced II
Installing dpEmu
Running dpEmu
How dpEmu works
Installation on University of Helsinki clusters (Ukko2 and Kale)
Instructions and examples for running jobs on Kale or Ukko2
License
Image Clustering: Added noise
Image Clustering: With rotation
Text classification: Missing areas
Text classification: OCR error
Object detection: Added brightness
Object detection: Added snow
Object detection: JPEG compression
Object detection: Reduced resolution
Spoken commands example
dpEmu
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Index
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A
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B
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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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J
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
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W
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X
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__init__() (dpemu.filters.BinaryFilter method)
(dpemu.filters.Constant method)
(dpemu.filters.Filter method)
(dpemu.filters.common.ApplyToTuple method)
(dpemu.filters.common.ApplyWithProbability method)
(dpemu.filters.common.Clip method)
(dpemu.filters.common.GaussianNoise method)
(dpemu.filters.common.GaussianNoiseTimeDependent method)
(dpemu.filters.common.Missing method)
(dpemu.filters.common.ModifyAsDataType method)
(dpemu.filters.common.StrangeBehaviour method)
(dpemu.filters.filter.BinaryFilter method)
(dpemu.filters.filter.Constant method)
(dpemu.filters.filter.Filter method)
(dpemu.filters.image.Blur method)
(dpemu.filters.image.BlurGaussian method)
(dpemu.filters.image.Brightness method)
(dpemu.filters.image.JPEG_Compression method)
(dpemu.filters.image.Rain method)
(dpemu.filters.image.Resolution method)
(dpemu.filters.image.Rotation method)
(dpemu.filters.image.Saturation method)
(dpemu.filters.image.Snow method)
(dpemu.filters.image.StainArea method)
(dpemu.filters.sound.ClipWAV method)
(dpemu.filters.text.MissingArea method)
(dpemu.filters.text.OCRError method)
(dpemu.filters.text.Uppercase method)
(dpemu.filters.time_series.Gap method)
(dpemu.filters.time_series.SensorDrift method)
(dpemu.nodes.Node method)
(dpemu.nodes.Series method)
(dpemu.nodes.TupleSeries method)
(dpemu.nodes.node.Node method)
(dpemu.nodes.series.Series method)
(dpemu.nodes.series.TupleSeries method)
(dpemu.radius_generators.GaussianRadiusGenerator method)
(dpemu.radius_generators.ProbabilityArrayRadiusGenerator method)
A
add_more_stuff_to_results() (in module dpemu.runner)
addfilter() (dpemu.nodes.Node method)
(dpemu.nodes.node.Node method)
Addition (class in dpemu.filters)
(class in dpemu.filters.filter)
And (class in dpemu.filters)
(class in dpemu.filters.filter)
apply() (dpemu.filters.BinaryFilter method)
(dpemu.filters.Constant method)
(dpemu.filters.Difference method)
(dpemu.filters.Filter method)
(dpemu.filters.Identity method)
(dpemu.filters.common.ApplyToTuple method)
(dpemu.filters.common.ApplyWithProbability method)
(dpemu.filters.common.Clip method)
(dpemu.filters.common.GaussianNoise method)
(dpemu.filters.common.GaussianNoiseTimeDependent method)
(dpemu.filters.common.Missing method)
(dpemu.filters.common.ModifyAsDataType method)
(dpemu.filters.common.StrangeBehaviour method)
(dpemu.filters.filter.BinaryFilter method)
(dpemu.filters.filter.Constant method)
(dpemu.filters.filter.Difference method)
(dpemu.filters.filter.Filter method)
(dpemu.filters.filter.Identity method)
(dpemu.filters.image.Blur method)
(dpemu.filters.image.BlurGaussian method)
(dpemu.filters.image.Brightness method)
(dpemu.filters.image.JPEG_Compression method)
(dpemu.filters.image.LensFlare method)
(dpemu.filters.image.Rain method)
(dpemu.filters.image.Resolution method)
(dpemu.filters.image.Rotation method)
(dpemu.filters.image.Saturation method)
(dpemu.filters.image.Snow method)
(dpemu.filters.image.StainArea method)
(dpemu.filters.sound.ClipWAV method)
(dpemu.filters.text.MissingArea method)
(dpemu.filters.text.OCRError method)
(dpemu.filters.text.Uppercase method)
(dpemu.filters.time_series.Gap method)
(dpemu.filters.time_series.SensorDrift method)
apply_filters() (dpemu.nodes.Array method)
(dpemu.nodes.LeafNode method)
(dpemu.nodes.array.Array method)
(dpemu.nodes.node.LeafNode method)
ApplyToTuple (class in dpemu.filters.common)
ApplyWithProbability (class in dpemu.filters.common)
Array (class in dpemu.nodes)
(class in dpemu.nodes.array)
assign() (in module dpemu.nodes.node)
B
BinaryFilter (class in dpemu.filters)
(class in dpemu.filters.filter)
Blur (class in dpemu.filters.image)
BlurGaussian (class in dpemu.filters.image)
Brightness (class in dpemu.filters.image)
C
Clip (class in dpemu.filters.common)
ClipWAV (class in dpemu.filters.sound)
Constant (class in dpemu.filters)
(class in dpemu.filters.filter)
D
Difference (class in dpemu.filters)
(class in dpemu.filters.filter)
Division (class in dpemu.filters)
(class in dpemu.filters.filter)
dpemu (module)
dpemu.dataset_utils (module)
dpemu.filters (module)
dpemu.filters.common (module)
dpemu.filters.filter (module)
dpemu.filters.image (module)
dpemu.filters.sound (module)
dpemu.filters.text (module)
dpemu.filters.time_series (module)
dpemu.ml_utils (module)
dpemu.nodes (module)
dpemu.nodes.array (module)
dpemu.nodes.node (module)
dpemu.nodes.series (module)
dpemu.nodes.tuple (module)
dpemu.pg_utils (module)
dpemu.plotting_utils (module)
dpemu.radius_generators (module)
dpemu.runner (module)
dpemu.utils (module)
E
errorify_data() (in module dpemu.runner)
F
Filter (class in dpemu.filters)
(class in dpemu.filters.filter)
filter_optimized_results() (in module dpemu.utils)
first_dimension_length() (in module dpemu.pg_utils)
G
Gap (class in dpemu.filters.time_series)
GaussianNoise (class in dpemu.filters.common)
GaussianNoiseTimeDependent (class in dpemu.filters.common)
GaussianRadiusGenerator (class in dpemu.radius_generators)
generate() (dpemu.radius_generators.GaussianRadiusGenerator method)
(dpemu.radius_generators.ProbabilityArrayRadiusGenerator method)
(dpemu.radius_generators.RadiusGenerator method)
generate_error() (dpemu.nodes.Node method)
(dpemu.nodes.node.Node method)
generate_ocr_errors() (dpemu.filters.text.OCRError method)
generate_random_dict_key() (in module dpemu.pg_utils)
generate_unique_path() (in module dpemu.utils)
get_data_dir() (in module dpemu.utils)
get_df_columns_base() (in module dpemu.runner)
get_lims() (in module dpemu.plotting_utils)
get_model_name() (in module dpemu.runner)
get_n_rows_cols() (in module dpemu.plotting_utils)
get_node_data() (in module dpemu.nodes.node)
get_parametrized_tree() (dpemu.nodes.Node method)
(dpemu.nodes.node.Node method)
get_project_root() (in module dpemu.utils)
get_result_with_model_params() (in module dpemu.runner)
get_results_from_model() (in module dpemu.runner)
get_total_results_from_workers() (in module dpemu.runner)
I
Identity (class in dpemu.filters)
(class in dpemu.filters.filter)
IntegerDivision (class in dpemu.filters)
(class in dpemu.filters.filter)
J
JPEG_Compression (class in dpemu.filters.image)
L
LeafNode (class in dpemu.nodes)
(class in dpemu.nodes.node)
LensFlare (class in dpemu.filters.image)
load_coco_val_2017() (in module dpemu.dataset_utils)
load_digits_() (in module dpemu.dataset_utils)
load_fashion() (in module dpemu.dataset_utils)
load_mnist() (in module dpemu.dataset_utils)
load_mnist_unsplit() (in module dpemu.dataset_utils)
load_newsgroups() (in module dpemu.dataset_utils)
load_ocr_error_params() (in module dpemu.pg_utils)
load_yolov3() (in module dpemu.ml_utils)
M
Max (class in dpemu.filters)
(class in dpemu.filters.filter)
Min (class in dpemu.filters)
(class in dpemu.filters.filter)
Missing (class in dpemu.filters.common)
MissingArea (class in dpemu.filters.text)
ModifyAsDataType (class in dpemu.filters.common)
Modulo (class in dpemu.filters)
(class in dpemu.filters.filter)
Multiplication (class in dpemu.filters)
(class in dpemu.filters.filter)
N
Node (class in dpemu.nodes)
(class in dpemu.nodes.node)
normalize_ocr_error_params() (in module dpemu.pg_utils)
normalize_weights() (in module dpemu.pg_utils)
O
OCRError (class in dpemu.filters.text)
operation() (dpemu.filters.Addition method)
(dpemu.filters.And method)
(dpemu.filters.BinaryFilter method)
(dpemu.filters.Division method)
(dpemu.filters.IntegerDivision method)
(dpemu.filters.Max method)
(dpemu.filters.Min method)
(dpemu.filters.Modulo method)
(dpemu.filters.Multiplication method)
(dpemu.filters.Or method)
(dpemu.filters.Subtraction method)
(dpemu.filters.Xor method)
(dpemu.filters.filter.Addition method)
(dpemu.filters.filter.And method)
(dpemu.filters.filter.BinaryFilter method)
(dpemu.filters.filter.Division method)
(dpemu.filters.filter.IntegerDivision method)
(dpemu.filters.filter.Max method)
(dpemu.filters.filter.Min method)
(dpemu.filters.filter.Modulo method)
(dpemu.filters.filter.Multiplication method)
(dpemu.filters.filter.Or method)
(dpemu.filters.filter.Subtraction method)
(dpemu.filters.filter.Xor method)
Or (class in dpemu.filters)
(class in dpemu.filters.filter)
order_df_columns() (in module dpemu.runner)
P
pickle_data() (in module dpemu.runner)
preproc_data() (in module dpemu.runner)
print_results_by_model() (in module dpemu.plotting_utils)
ProbabilityArrayRadiusGenerator (class in dpemu.radius_generators)
process() (dpemu.nodes.Array method)
(dpemu.nodes.Node method)
(dpemu.nodes.Series method)
(dpemu.nodes.Tuple method)
(dpemu.nodes.TupleSeries method)
(dpemu.nodes.array.Array method)
(dpemu.nodes.node.Node method)
(dpemu.nodes.series.Series method)
(dpemu.nodes.series.TupleSeries method)
(dpemu.nodes.tuple.Tuple method)
R
RadiusGenerator (class in dpemu.radius_generators)
Rain (class in dpemu.filters.image)
reduce_dimensions() (in module dpemu.ml_utils)
reduce_dimensions_sparse() (in module dpemu.ml_utils)
replace_char() (dpemu.filters.text.OCRError method)
Resolution (class in dpemu.filters.image)
Rotation (class in dpemu.filters.image)
run() (in module dpemu.runner)
run_ml_module_using_cli() (in module dpemu.ml_utils)
S
Saturation (class in dpemu.filters.image)
SensorDrift (class in dpemu.filters.time_series)
Series (class in dpemu.nodes)
(class in dpemu.nodes.series)
set_error_params() (dpemu.nodes.Node method)
(dpemu.nodes.node.Node method)
set_params() (dpemu.filters.Filter method)
(dpemu.filters.filter.Filter method)
Snow (class in dpemu.filters.image)
split_df_by_model() (in module dpemu.utils)
StainArea (class in dpemu.filters.image)
StrangeBehaviour (class in dpemu.filters.common)
Subtraction (class in dpemu.filters)
(class in dpemu.filters.filter)
T
to_time_series_x_y() (in module dpemu.pg_utils)
Tuple (class in dpemu.nodes)
(class in dpemu.nodes.tuple)
TupleSeries (class in dpemu.nodes)
(class in dpemu.nodes.series)
U
unpickle_data() (in module dpemu.runner)
Uppercase (class in dpemu.filters.text)
V
visualize_best_model_params() (in module dpemu.plotting_utils)
visualize_classes() (in module dpemu.plotting_utils)
visualize_confusion_matrices() (in module dpemu.plotting_utils)
visualize_confusion_matrix() (in module dpemu.plotting_utils)
visualize_error_generator() (in module dpemu.plotting_utils)
visualize_interactive_plot() (in module dpemu.plotting_utils)
visualize_scores() (in module dpemu.plotting_utils)
visualize_time_series_prediction() (in module dpemu.plotting_utils)
W
worker() (in module dpemu.runner)
X
Xor (class in dpemu.filters)
(class in dpemu.filters.filter)
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