Index
A
|
C
|
D
|
F
|
I
|
K
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
U
A
add_columns() (dataset.dataset.Dataset method)
aggregate() (dataset.dataset.Dataset method)
all (dataset.dataset.Dataset attribute)
C
categorical (dataset.dataset.Dataset attribute)
categorical_correlated() (dataset.dataset.Dataset method)
categorical_dtypes (dataset.dataset.Dataset attribute)
categorical_features (dataset.dataset.Dataset property)
categorical_features_na (dataset.dataset.Dataset property)
conditional_entropy() (in module dataset.correlations)
convert() (in module dataset.correlations)
correlated() (dataset.dataset.Dataset method)
correlation_ratio() (in module dataset.correlations)
cramers_v() (in module dataset.correlations)
D
dataset
module
Dataset (class in dataset.dataset)
dataset.correlations
module
dataset.dataset
module
dataset.split
module
describe() (dataset.dataset.Dataset method)
describe_dataset() (dataset.dataset.Dataset method)
discretize() (dataset.dataset.Dataset method)
drop_columns() (dataset.dataset.Dataset method)
drop_na() (dataset.dataset.Dataset method)
drop_samples() (dataset.dataset.Dataset method)
F
feature_names (dataset.dataset.Dataset property)
features (dataset.dataset.Dataset attribute)
features_importance() (dataset.dataset.Dataset method)
fix_skewness() (dataset.dataset.Dataset method)
from_dataframe() (dataset.dataset.Dataset class method)
I
incomplete_features (dataset.dataset.Dataset property)
information_gain() (dataset.dataset.Dataset method)
K
keep_columns() (dataset.dataset.Dataset method)
M
merge_categories() (dataset.dataset.Dataset method)
merge_values() (dataset.dataset.Dataset method)
meta (dataset.dataset.Dataset attribute)
meta_tags (dataset.dataset.Dataset attribute)
module
dataset
dataset.correlations
dataset.dataset
dataset.split
N
names() (dataset.dataset.Dataset method)
nas() (dataset.dataset.Dataset method)
num_features (dataset.dataset.Dataset property)
num_samples (dataset.dataset.Dataset property)
numerical (dataset.dataset.Dataset attribute)
numerical_correlated() (dataset.dataset.Dataset method)
numerical_features (dataset.dataset.Dataset property)
numerical_features_na (dataset.dataset.Dataset property)
O
onehot_encode() (dataset.dataset.Dataset method)
outliers() (dataset.dataset.Dataset method)
P
plot_correlation_matrix() (dataset.dataset.Dataset static method)
plot_covariance() (dataset.dataset.Dataset method)
plot_density() (dataset.dataset.Dataset method)
plot_histogram() (dataset.dataset.Dataset method)
plot_importance() (dataset.dataset.Dataset method)
R
replace_na() (dataset.dataset.Dataset method)
S
samples_matching() (dataset.dataset.Dataset method)
scale() (dataset.dataset.Dataset method)
select() (dataset.dataset.Dataset method)
set_target() (dataset.dataset.Dataset method)
skewed_features() (dataset.dataset.Dataset method)
Split (class in dataset.split)
split() (dataset.dataset.Dataset method)
split_name (dataset.split.Split attribute)
stepwise_selection() (dataset.dataset.Dataset method)
summary() (dataset.dataset.Dataset method)
T
table() (dataset.dataset.Dataset method)
target (dataset.dataset.Dataset attribute)
theils_u() (in module dataset.correlations)
to_categorical() (dataset.dataset.Dataset method)
to_float() (dataset.dataset.Dataset method)
to_int() (dataset.dataset.Dataset method)
to_numerical() (dataset.dataset.Dataset method)
U
under_represented_features() (dataset.dataset.Dataset method)
unset_target() (dataset.dataset.Dataset method)
pyDataset
Navigation
A Comprehensive tutorial with examples:
Dataset introduction
Histograms and density plots
Data cleaning
Data transformation
Feature selection
Dataset Split
pyDataset API documentation
dataset package
Related Topics
Documentation overview
Quick search