Named-Entity-Classification-And-Generation

This repository contains the following scripts:

1. hospital_names.py: For generating new hospital names after being trained on the dataset with hospital names(hospitals.txt)

2. names_classification.py: For classify a given name into Human Name and Hospital Name classes.

Requirements:

Datasets: 'hospitals.txt' & 'names.txt'

Packages: NumPy and Keras with Tensorflow Backend

Steps:

1. Clone repository into local server.

2. Enter into directory of the repository.

3. Install dependencies

4. Type "python script_name.py to initiate the script execution"

5. Give input from keyboard whenever prompetd

6. Type "Exit" to halt the script