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en_statistics
chrisknowles/en_statistics
en_statistics is a text classification model from chrisknowles. Use it when you need a label for a piece of text. It is set up for spacy. The card lists the license as mit.
Text statistics including readability and formality.
All-time downloads
817
Public
Repo size
369 MB
Likes
2
Public
Repo makeup
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Other46.6 MB · 48%
At a glance
- Task
- Text Classification
- Library
- spacy
- License
- mit
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Feb 23, 2022
- SHA
- c7713af6
Try a prompt
Model card
From the Hugging Face model README
Text statistics including readability and formality.
| Feature | Description |
|---|---|
| Name | en_statistics |
| Version | 0.0.1 |
| spaCy | >=3.1.1,<3.2.0 |
| Default Pipeline | tok2vec, tagger, parser, attribute_ruler, lemmatizer, syllables, formality, readability |
| Components | tok2vec, tagger, parser, senter, attribute_ruler, lemmatizer, syllables, formality, readability |
| Vectors | 684830 keys, 20000 unique vectors (300 dimensions) |
| Sources | OntoNotes 5 (Ralph Weischedel, Martha Palmer, Mitchell Marcus, Eduard Hovy, Sameer Pradhan, Lance Ramshaw, Nianwen Xue, Ann Taylor, Jeff Kaufman, Michelle Franchini, Mohammed El-Bachouti, Robert Belvin, Ann Houston)<br />ClearNLP Constituent-to-Dependency Conversion (Emory University)<br />WordNet 3.0 (Princeton University)<br />GloVe Common Crawl (Jeffrey Pennington, Richard Socher, and Christopher D. Manning) |
| License | MIT |
| Author | Chris Knowles |
Label Scheme
<details> <summary>View label scheme (96 labels for 3 components)</summary>| Component | Labels |
|---|---|
tagger | $, '', ,, -LRB-, -RRB-, ., :, ADD, AFX, CC, CD, DT, EX, FW, HYPH, IN, JJ, JJR, JJS, LS, MD, NFP, NN, NNP, NNPS, NNS, PDT, POS, PRP, PRP$, RB, RBR, RBS, RP, SYM, TO, UH, VB, VBD, VBG, VBN, VBP, VBZ, WDT, WP, WP$, WRB, XX, ```` |
parser | ROOT, acl, acomp, advcl, advmod, agent, amod, appos, attr, aux, auxpass, case, cc, ccomp, compound, conj, csubj, csubjpass, dative, dep, det, dobj, expl, intj, mark, meta, neg, nmod, npadvmod, nsubj, nsubjpass, nummod, oprd, parataxis, pcomp, pobj, poss, preconj, predet, prep, prt, punct, quantmod, relcl, xcomp |
senter | I, S |
- Task
- Text Classification
- Library
- spacy
- License
- mit
- Languages
- en
- Created
- Mar 2, 2022
- Updated
- Feb 23, 2022