Global functions | |
---|---|
SMOTE_v2 | Source code |
abstract_optimizer | Source code |
add_columns | Source code |
add_columns_after_arranging_and_grouping | Source code |
add_months | Source code |
add_vectors | Source code |
add_years | Source code |
apply_on_columns | Source code |
apply_on_elements | Source code |
binary_encode_columns | Source code |
binary_encode_na_and_empty_strings | Source code |
call_func_with_params | Source code |
characterize_columns | Source code |
columns_classes | Source code |
columns_whose_values_frequently_change | Source code |
compare_datasets | Source code |
concatenate_name_before_some_colums | Source code |
concatenate_name_before_some_colums_df | Source code |
concatenate_paths | Source code |
corr_with_column | Source code |
count_false_values | Source code |
count_true_values | Source code |
create_date_first_in_the_month | Source code |
create_new_column_after_grouping_using_function_on_another_colum | Source code |
create_new_multiple_columns_after_grouping_using_function_on_ano | Source code |
data_for_time_period | Source code |
dates_to_relative_dates_using_month_difference | Source code |
datevize_columns | Source code |
df_status_v2 | Source code |
df_status_v3 | Source code |
difference_in_days | Source code |
difference_in_months | Source code |
dummies_after_grouping | Source code |
dummies_and_frequency_after_grouping | Source code |
dummy_variable_within_period | Source code |
equal_sets | Source code |
exclude_values | Source code |
expands_months_between | Source code |
explain_model_lime | Source code |
explain_model_shap | Source code |
extract_name_from_path | Source code |
extract_number | Source code |
f1_score | Source code |
factor_to_numeric | Source code |
factorize_columns | Source code |
fill_NA_from_another_column | Source code |
fill_NA_with_mean | Source code |
fill_NA_with_value | Source code |
fill_NA_with_value_everything | Source code |
fill_NA_with_value_in_pattern_columns | Source code |
fill_NA_with_value_str | Source code |
fill_empty_string_with_value | Source code |
frequency_after_grouping | Source code |
get_columns_with_pattern | Source code |
get_duplicates | Source code |
get_duplicates_by_everything | Source code |
integerize_columns | Source code |
integerize_columns_with_pattern | Source code |
keep_columns | Source code |
keep_columns_array | Source code |
lag_columns_after_arranging_and_grouping | Source code |
lag_difference_columns_after_arranging_and_grouping | Source code |
lag_percentage_columns_after_arranging_and_grouping | Source code |
left_join_v2 | Source code |
lime_optimizer | Source code |
list_to_string | Source code |
load_libraries | Source code |
long_to_wide_v2 | Source code |
long_to_wide_v2_create_new_columns | Source code |
lowercase_column | Source code |
max_is_one | Source code |
max_is_one_wrapper | Source code |
most_frequent_value | Source code |
number_of_duplicates | Source code |
number_of_duplicates_by_group | Source code |
number_of_rows_with_duplicates | Source code |
one_hot_encode | Source code |
optimization_predction_threshold_results | Source code |
optimize_prediction_threshold | Source code |
optimize_prediction_threshold_auc | Source code |
optimize_prediction_threshold_balanced_accuracy | Source code |
optimize_prediction_threshold_f1_score | Source code |
optimize_prediction_threshold_kappa | Source code |
page_separator | Source code |
print_color | Source code |
print_columns_with_unique_values_less_than | Source code |
print_func | Source code |
print_on_the_same_line | Source code |
quosure_group_to_string | Source code |
quosure_to_string | Source code |
random_n_rows | Source code |
read_all_worksheets | Source code |
read_csv_from_folder | Source code |
read_files_from_folder | Source code |
read_xlsx_from_folder | Source code |
reduce_number_of_unique_values_characters | Source code |
reduce_number_of_unique_values_characters_fuzzy_matching | Source code |
reduce_strings_length_to | Source code |
remove_NA_rows | Source code |
remove_columns | Source code |
remove_columns_array | Source code |
remove_columns_with_dominant_value | Source code |
remove_columns_with_one_unique_value | Source code |
remove_duplicates | Source code |
remove_empty_string_rows | Source code |
remove_pattern | Source code |
remove_rows_with_value_in_a_group_of_values | Source code |
remove_strings_with_length_less_than | Source code |
remove_values_with_less_than_minimal_frequency | Source code |
rename_column | Source code |
replace_diacritic_signs | Source code |
replace_diacritic_signs_df | Source code |
replace_group_of_values_with_another_value | Source code |
replace_pattern_with_another_value | Source code |
replace_value_if_contains_pattern_with_another_value | Source code |
replace_value_with_another_value | Source code |
replace_value_with_another_value_vectorized | Source code |
replace_values_with_less_than_minimal_frequency | Source code |
replace_values_with_lowest_frequency | Source code |
sample_v2 | Source code |
save_df_status | Source code |
select_columns_with_pattern | Source code |
select_columns_with_patterns | Source code |
select_dates_with_month_offset | Source code |
sending_datatable_decorator | Source code |
set_day_to_first | Source code |
set_to_xgb_dmatrix | Source code |
smote_optimizer | Source code |
smote_xgboost_optimizer | Source code |
sort_string_array | Source code |
source_files | Source code |
str_number | Source code |
string_group_to_quosures | Source code |
string_to_quosure | Source code |
swap_columns_if | Source code |
swap_dates_if_corrupt | Source code |
tomek_smote_xgboost | Source code |
trim_whitespaces_in_columns | Source code |
uppercase_column | Source code |
vector_to_binary_vector | Source code |
vector_to_string | Source code |
xgb_feature_importance_results | Source code |
xgb_feature_importance_results_best_n | Source code |
xgb_importance_to_original | Source code |
xgb_importance_to_original_dt | Source code |
xgb_original_importance | Source code |
xgboost_optimizer | Source code |
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