Vectorization (colab notebook)
notebook about vectorization with Gensim + Word2Vec and sentiment analysis with BERT + BART
2025-12-20 12:40
// updated 2025-12-21 13:19
// updated 2025-12-21 13:19
Proceedings from a (2025-12-20) lecture about vectorization:
(accessible via link since Google Colab does not allow posting notebooks in an iframe)
Topics covered
- Vectorization
- Dimensionality
- Similarity
- Dissimilarity
- Most similar
- (Heat matrix of similarity)
- Cosine similarity
- Transformer architecture
- Architecture sub-types
- Encoder-decoder architectures (e.g. BART)
- Encoder-only architectures (e.g. BERT)
- Decoder-only architectures (e.g. GPT)
- Sentiment analysis with transformers
- Architecture sub-types