topnews
Overview
Jupyter notebooks for news category classification using BERT and NBSVM in Kaggle News Category Dataset.
- Data exploration and BERT model: topNews.ipynb
- NBSVM model: Other_models.ipynb
- Style analysis: Style.ipynb
- Authors analysis: Author.ipynb
- Weekday heatmap: ML-NLP.ipynb
Dependencies
All the necessary dependencies are in the first cells of each notebook. You can also run it in google colab.