Slik Wrangler
Contents
Installing Slik-wrangler
Getting Started
Quickstart to ML with Slik-Wrangler
slik-wrangler Preprocessing API
slik-wrangler API:
slik_wrangler
Slik Wrangler
»
Index
Index
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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H
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I
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L
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M
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P
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R
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S
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T
B
bin_age() (in module slik_wrangler.preprocessing)
build_data_pipeline() (in module slik_wrangler.pipeline)
C
change_case() (in module slik_wrangler.preprocessing)
check_datefield() (in module slik_wrangler.preprocessing)
check_nan() (in module slik_wrangler.preprocessing)
confusion_matrix() (in module slik_wrangler.plot_funcs)
consistent_structure_assessement() (in module slik_wrangler.dqa)
corr_matrix() (in module slik_wrangler.plot_funcs)
create_schema_file() (in module slik_wrangler.preprocessing)
D
data_cleanness_assessment() (in module slik_wrangler.dqa)
DenseTransformer (class in slik_wrangler.pipeline)
detect_fix_outliers() (in module slik_wrangler.preprocessing)
drop_duplicate() (in module slik_wrangler.preprocessing)
drop_uninformative_fields() (in module slik_wrangler.preprocessing)
duplicate_assessment() (in module slik_wrangler.dqa)
E
evaluate_model() (in module slik_wrangler.pipeline)
F
feature_importance() (in module slik_wrangler.plot_funcs)
featurize_datetime() (in module slik_wrangler.preprocessing)
fit() (slik_wrangler.pipeline.DenseTransformer method)
G
get_attributes() (in module slik_wrangler.preprocessing)
get_feature_names() (in module slik_wrangler.pipeline)
get_scores() (in module slik_wrangler.utils)
H
handle_nan() (in module slik_wrangler.preprocessing)
HiddenPrints (class in slik_wrangler.utils)
I
identify_columns() (in module slik_wrangler.preprocessing)
L
label_share() (in module slik_wrangler.plot_funcs)
load_pickle() (in module slik_wrangler.utils)
log() (in module slik_wrangler.messages)
log_plot() (in module slik_wrangler.utils)
M
manage_columns() (in module slik_wrangler.preprocessing)
map_column() (in module slik_wrangler.preprocessing)
map_target() (in module slik_wrangler.preprocessing)
metric() (in module slik_wrangler.plot_funcs)
missing_value_assessment() (in module slik_wrangler.dqa)
module
slik_wrangler
slik_wrangler.dqa
slik_wrangler.loadfile
slik_wrangler.messages
slik_wrangler.pipeline
slik_wrangler.plot_funcs
slik_wrangler.preprocessing
slik_wrangler.utils
P
pipeline_transform_predict() (in module slik_wrangler.pipeline)
plot_nan() (in module slik_wrangler.plot_funcs)
pr_curve() (in module slik_wrangler.plot_funcs)
preprocess() (in module slik_wrangler.preprocessing)
print_divider() (in module slik_wrangler.utils)
R
read_file() (in module slik_wrangler.loadfile)
rename_similar_values() (in module slik_wrangler.preprocessing)
roc_curve() (in module slik_wrangler.plot_funcs)
S
scores() (in module slik_wrangler.plot_funcs)
slik_wrangler
module
slik_wrangler.dqa
module
slik_wrangler.loadfile
module
slik_wrangler.messages
module
slik_wrangler.pipeline
module
slik_wrangler.plot_funcs
module
slik_wrangler.preprocessing
module
slik_wrangler.utils
module
split_csv_file() (in module slik_wrangler.loadfile)
store_attribute() (in module slik_wrangler.utils)
store_pipeline() (in module slik_wrangler.utils)
T
transform() (slik_wrangler.pipeline.DenseTransformer method)
trim_all_columns() (in module slik_wrangler.preprocessing)