| Binary_Network | Binary Decision Neural Network Wrapper |
| Bootstrap_Data_Frame | A function for bootstraping textual data so that all levels have the same number of entries. |
| Bootstrap_Vocab | An internal function for Bootstrap_Data_Frame. |
| Codes_done | For announcing when code is done. |
| Cross_val_maker | For Creating a test and train set from a whole set |
| Feed_Reduction | A Function for converting data into approximations of probability space. |
| Load_Glove_Embeddings | Function for loading in pre-trained or personal word embedding softwares. |
| Monty_Hall | Monty Hall Simulator |
| Nearest_Centroid | For performing the nearest centroid problem (with modifications) on MNST data specifically (general to come) |
| Num_Al_Sep | Number/alpha numeric seperator for strings. |
| Percent | Percent of confusion matrix |
| Pretreatment | Pretreatment of textual documents for NLP. |
| Random_Brains | Random Brains: Neural Network Implementation of Random Forest |
| Sentence_Vector | Function for extracting the sentence vector from an embeddings matrix. |
| Stopword_Maker | For the finding of the $N$ most populous words in a corpus. |
| Table_percent | Table Percent |
| Vector_Puller | Function for extacting word vectors from embeddings. |