Index

C

cat_cols() (mlframe.MLFrame method)

clean_col_names() (mlframe.MLFrame method) copy() (mlframe.MLFrame method)

D

drop() (mlframe.MLFrame method)

drop_nulls_perc() (mlframe.MLFrame method)

F

fill_na_kind() (mlframe.MLFrame method) fillna() (mlframe.MLFrame method)

find_outliers_cooks_d() (mlframe.MLFrame method) find_outliers_IQR() (mlframe.MLFrame method) find_outliers_Z() (mlframe.MLFrame method)

G

get_cols() (mlframe.MLFrame method) get_nulls() (mlframe.MLFrame method)

get_r_squareds() (mlframe.MLFrame method) get_vif() (mlframe.MLFrame method) get_vif_cols() (mlframe.MLFrame method)

I

info() (mlframe.MLFrame method)

L

log() (mlframe.MLFrame method)

lrmodel() (mlframe.MLFrame method)

M

MLFrame (class in mlframe) mlframe (module) model (mlframe.MLFrame attribute)

model_and_plot() (mlframe.MLFrame method) model_resid_scatter() (mlframe.MLFrame method) ms_matrix() (mlframe.MLFrame method)

N

num_cols() (mlframe.MLFrame method)

O

one_hot_encode() (mlframe.MLFrame method)

outlier_removal() (mlframe.MLFrame method)

P

plot_coef() (mlframe.MLFrame method)

plot_corr() (mlframe.MLFrame method)

Q

qq_plot() (mlframe.MLFrame method)

R

replace() (mlframe.MLFrame method)

replace_all() (mlframe.MLFrame static method)

S

scale() (mlframe.MLFrame method)

T

train_test_split() (mlframe.MLFrame method)

W

wrap__getitem__() (mlframe.MLFrame method)

wrapper() (mlframe.MLFrame method)