| calculate_stats | Wrapper Function for Calculating Data Statistics. |
| char0 | Check if object is character(0). |
| check_label | Check label type |
| check_missing | Check for Missing Data. |
| clean_up | Clean up session |
| clear_model_results | Clearing result tables |
| cluster_dataprep | Wrapper Function for preparing data to apply clustering... |
| collect_results | Collecting results back to R from local files |
| create_df | Parse data.frame from input parameters |
| create_models | Wrapper Function for creating models & outputs |
| create_predictions | Get model predictions. |
| create_split | Create data partitioning key |
| csv_preparations | Generate execution tables |
| data_read | Wrapper Function for Reading Data from Source. |
| db_preparations | Establishing ODBC connection |
| delete_project | Delete a project from given path. |
| do_transforms | Wrapper Function for Making Data Transforms. |
| entropy_recategorization | Wrapper Function for calling entropy transformation. |
| export_clust_output | Function for saving models results to output. |
| export_model_output | Function for writing model outputs |
| fix_metric | Function for making sure evaluation metric is compatible with... |
| get_best_params | Return best parameters for given models |
| get_cluster_output | Function for saving models results to output. |
| get_levels | Function for extracting and factor levels |
| get_model_output | Function for generating model outputs |
| handling_trycatch | Catch errors, warnings, execution time |
| init_aijack | Creates a project template to given path |
| insert_db_plumber | Insert predictions to DB table |
| is.character0 | Check if object is character(0). |
| is.factor0 | Check if object is factor(0). |
| is.integer0 | Check if object is integer(0). |
| list_models | List models |
| logging_control | Handling excution logs |
| make_h2o_data | Convert data-splits to H2O frames |
| make_predictions | Wrapper Function for creating model predictions |
| make_tables | Function for generating tables for execution, metadata and... |
| odbc_connections | Establishing ODBC connection |
| open_connections | Wrapper Function for Establishing Data Source Connections. |
| optimize_clustering | Function for applying clustering algorithms. |
| optimize_deeplearning_parameters | Optimizing DeepLearning parameters |
| optimize_drf_parameters | Optimizing DRF parameters |
| optimize_gbm_parameters | Optimizing GBM parameters. |
| optimize_glm_parameters | Optimizing GLM parameters. |
| optimize_h2o_model | Wrapper Function for optimizing H2O models |
| parse_params | Parse input for plumber API |
| plumber_odbc | Create ODBC connection |
| plumber_predict | Get model predictions through plumber API |
| prep_results | Generate prep-object (summary) |
| print_message | Function for printing messages |
| print_time | Function for printing execution time |
| rbind_diff | Combining tables of different size |
| read_csv | Read data from CSV files |
| read_db | Read data from DB |
| read_variabletypes | Set variable types in data |
| save_data | Write main data object to file. |
| score_models | Scoring models |
| set_type | Set data types |
| split_data | Function for Data Splitting |
| start_h2o | Start H2O cluster |
| stat_correlation | Calculate correlation coefficients. |
| train_autoencoder_model | Training a anomaly detection model, using autoencoder network |
| train_automl_model | Trainign H2O models using AutoML |
| train_deeplearning_model | Training DeepLearning model, using optimized parameters |
| train_drf_model | Training a DRF model, using optimized parameters |
| train_gbm_model | Training GBM model, using optimized parameters. |
| train_glm_model | Training GLM model, using optimized lambda-value |
| train_h2o_model | Wrapper function for training final models. |
| train_isoforest_model | Training a anomaly detection model, using isolationForest |
| train_xgboost_model | Training XGBoost model, using optimized parameters |
| trans_classifyNa | Nominalise features with NA's |
| trans_delconstant | Delete constant features |
| trans_delequal | Delete equal features |
| trans_entropy | Discretisize continuous variables by entropy |
| trans_replaceScandAndSpecial | Replace species characters in variables |
| ts_arima | Function for training ARIMA time series model |
| update_h2o | Update H2O installation |
| viz_clusters | Function for visualizing clustering result. |
| viz_silhouette | Function for visualizing clustering metrics for a given... |
| viz_ts | Function for visualizing observed data used in time series... |
| withWarnings | Catching up warnings-messages |
| write_csv | Write data to file |
| write_db | Write data to DB |
| write_exec | Write Execution Rows to table |
