A pipeline to train NLP text classifier using RNN and LSTM.
- EDA
- Data visualisation
- Data Preproc: cleaning + remove imbalances
- Tokenization and Vectorization
- Model building and training
- Model prediction and benchmarking
Google colab notebook: https://colab.research.google.com/drive/1AzSFk4dSYULvLT7Ja-GMVd8ENVF2ENL0?usp=sharing
Original Kaggle notebook: Reference: https://www.kaggle.com/code/avikumart/nlp-news-articles-classif-wordembeddings-rnn