/deepdive-book

Primary LanguageJupyter Notebook

Transformer for Machine Learning: A Deep Dive

Jupyter notebooks

Chapter Area Application Architecture Colab link
2 Text Machine translation, LSTM vs. Transformer Transformer (original)
3 Text Sentiment classification RoBERTa
Text Topic Modeling BERT
4 Text Multilingual sentiment classification USEm
5 Text Sentiment and attention weights T5
6 Speech Automatic speech recognition Speech2Text2, HuBERT
7 Medical Text, XAI Medical text classification BERT, Bio_Clinical BERT

Where to find the book