woffle comes pre-packaged with the following features built in
Parsing
- regular expression replacements
- encoding common words using regular expressions
- flair for part of speech tagging
- spaCy for part of speech tagging
Embedding
- fastText embedding (not just the vectors!)
- gloVe and word2vec vectors via spaCy
- bert embeddings
- TF-IDF computation
- sentiment scoring
Clustering
- Ward linkage
Label selection
- optimus type label allocation