ML-Summer24-Team-7-Sentiment-Analysis

/models/: Directory containing all the models. Currently Naive Bayes implemented. K-means & SVM work in progress.
/models/naivebayes.py: implementation of naive bayes model using scikit learn
/data/: Directory containing all the datasets. We are testing out a combination of 3 headline datasets.
/data/Safin_dataset: Dataset 1
/data/FSA_dataset: Dataset 2
/data/Sentfin_dataset: Dataset 3
/environment/: environment setup files
/preprocessing.ipynb/: steps for dataset preprocessing and feature extraction
/preprocessing.py/: file containing the functions for preprocessing