API for marinsokol5/dshelperr
Provides Helper Functions for Doing Data Science in R

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
marinsokol5/dshelperr documentation built on July 24, 2021, 4:18 a.m.