Project Dependencies:


The project is implemented using Python 3 and requires the following libraries and modules to be installed:

NumPy
Pandas
Scikit-learn
Spacy
Gensim
Matplotlib
NLTK
Transformers

Google Colab Setup:
The project is designed to run on Google Colab. Please follow these steps to set up the project:

- Open the following link:
https://drive.google.com/drive/folders/1fSNvt5djPDQO9Dj3X3H02rn4aIys5o4L?usp=share_link

- Click on "Shared with me" in the Google Drive platform.

- Right-click on the "coursework" folder and select "Add shortcut to Drive". Choose "My Drive" as the location of the "coursework" folder.

- To test the top 3 trained models, open the Test.ipynb notebook and make sure to adjust the directory path in the **third cell**. Then, run the notebook to evaluate the models.

- To train and test all models, open the coursework.ipynb notebook and adjust the directory path in the **third cell**. Then, run the notebook.

Note: Make sure to install all the required dependencies before running any notebook.