stable
Getting started
Installation
Install with pip
Install from source
Install from GitHub
Install with Docker
Quick start
All-in-one with the spaCy models
Pre-processing tasks
Sentiment analysis
Sequence labelling with flair
Deep NLP with BERT
NER with BERT
Classification with BERT
Contributing
Documentation
Tasks
Pretrained Danish embeddings
Static embeddings
Dynamic embeddings
π Benchmarks
π£ Get started using word embeddings
π References
Part of Speech Tagging
Use cases
Models
π Benchmarks
π References
Dependency Parsing & Noun Phrase Chunking
Dependency Parsing
Noun Phrase Chunking
Use cases
Models
π Benchmarks
Named Entity Recognition
Use cases
Models
π Benchmarks
π References
Named Entity Disambiguation
Use cases
Models
π Benchmarks
π References
Coreference Resolution
Use cases
Models
π Benchmarks
Sentiment Analysis
Use cases
Models
π Benchmarks
Zero-shot Cross-lingual transfer example
π References
Hate Speech Detection
Use cases
Models
π Benchmarks
π References
Frameworks
SpaCy
Performance of the spaCy model
π£ Getting started with the spaCy model
π£ Start βtraining your own text classification model
Flair
One sentence at a time
Dataset analysis
Transformers
BERT
XLM-RoBERTa
Datasets
Danish Dependency Treebank (DaNE)
DaCoref
DKHate
WikiANN
WordSim-353
Danish Similarity Dataset
Twitter Sentiment
Europarl Sentiment1
Europarl Sentiment2
LCC Sentiment
AngryTweets
DanNet
DaUnimorph
DaNED
DaWikiNED
π References
Library
Models
Embeddings
BERT models
ELECTRA models
flair models
spaCy models
XLM-R models
Datasets
Dacoref
DaNED & DaWikiNED
DanNet
Danish Dependency Treebank
DKHate
Sentiment datasets
DaUnimorph
WikiANN
Word similarity datasets
DaNLP
»
Index
Edit on GitHub
Index
A
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B
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D
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E
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G
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H
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L
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M
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P
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S
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T
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W
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X
A
AngryTweets (class in danlp.datasets.sentiment)
assert_wv_dimensions() (in module danlp.models.embeddings)
AVAILABLE_EMBEDDINGS (in module danlp.models.embeddings)
AVAILABLE_SUBWORD_EMBEDDINGS (in module danlp.models.embeddings)
B
BertBase (class in danlp.models.bert_models)
BertEmotion (class in danlp.models.bert_models)
BertHateSpeech (class in danlp.models.bert_models)
BertNer (class in danlp.models.bert_models)
BertNextSent (class in danlp.models.bert_models)
BertOffensive (class in danlp.models.bert_models)
BertTone (class in danlp.models.bert_models)
D
Dacoref (class in danlp.datasets.dacoref)
DaNED (class in danlp.datasets.daned)
danlp.datasets.dacoref
module
danlp.datasets.daned
module
danlp.datasets.dannet
module
danlp.datasets.dawikined
module
danlp.datasets.ddt
module
danlp.datasets.dkhate
module
danlp.datasets.sentiment
module
danlp.datasets.unimorph
module
danlp.datasets.wiki_ann
module
danlp.datasets.word_sim
module
danlp.models.bert_models
module
danlp.models.electra_models
module
danlp.models.embeddings
module
danlp.models.flair_models
module
danlp.models.spacy_models
module
danlp.models.xlmr_models
module
DanNet (class in danlp.datasets.dannet)
DaUnimorph (class in danlp.datasets.unimorph)
DaWikiNED (class in danlp.datasets.dawikined)
DDT (class in danlp.datasets.ddt)
DKHate (class in danlp.datasets.dkhate)
domains() (danlp.datasets.dannet.DanNet method)
DSD (class in danlp.datasets.word_sim)
E
ElectraOffensive (class in danlp.models.electra_models)
embed_text() (danlp.models.bert_models.BertBase method)
EuroparlSentiment1 (class in danlp.datasets.sentiment)
EuroparlSentiment2 (class in danlp.datasets.sentiment)
G
get_inflections() (danlp.datasets.unimorph.DaUnimorph method)
get_kg_context_from_qid() (danlp.datasets.daned.DaNED method)
(danlp.datasets.dawikined.DaWikiNED method)
get_lemmas() (danlp.datasets.unimorph.DaUnimorph method)
H
hypernyms() (danlp.datasets.dannet.DanNet method)
hyponyms() (danlp.datasets.dannet.DanNet method)
L
LccSentiment (class in danlp.datasets.sentiment)
load_as_conllu() (danlp.datasets.dacoref.Dacoref method)
(danlp.datasets.ddt.DDT method)
load_bert_base_model() (in module danlp.models.bert_models)
load_bert_emotion_model() (in module danlp.models.bert_models)
load_bert_hatespeech_model() (in module danlp.models.bert_models)
load_bert_ner_model() (in module danlp.models.bert_models)
load_bert_nextsent_model() (in module danlp.models.bert_models)
load_bert_offensive_model() (in module danlp.models.bert_models)
load_bert_tone_model() (in module danlp.models.bert_models)
load_context_embeddings_with_flair() (in module danlp.models.embeddings)
load_electra_offensive_model() (in module danlp.models.electra_models)
load_flair_ner_model() (in module danlp.models.flair_models)
load_flair_pos_model() (in module danlp.models.flair_models)
load_keras_embedding_layer() (in module danlp.models.embeddings)
load_pytorch_embedding_layer() (in module danlp.models.embeddings)
load_spacy_chunking_model() (in module danlp.models.spacy_models)
load_spacy_model() (in module danlp.models.spacy_models)
load_with_flair() (danlp.datasets.ddt.DDT method)
(danlp.datasets.wiki_ann.WikiAnn method)
load_with_pandas() (danlp.datasets.daned.DaNED method)
(danlp.datasets.dannet.DanNet method)
(danlp.datasets.dawikined.DaWikiNED method)
(danlp.datasets.dkhate.DKHate method)
(danlp.datasets.sentiment.AngryTweets method)
(danlp.datasets.sentiment.EuroparlSentiment1 method)
(danlp.datasets.sentiment.EuroparlSentiment2 method)
(danlp.datasets.sentiment.LccSentiment method)
(danlp.datasets.sentiment.TwitterSent method)
(danlp.datasets.unimorph.DaUnimorph method)
(danlp.datasets.word_sim.DSD method)
(danlp.datasets.word_sim.WordSim353Da method)
load_with_spacy() (danlp.datasets.ddt.DDT method)
(danlp.datasets.wiki_ann.WikiAnn method)
load_wv_with_gensim() (in module danlp.models.embeddings)
load_wv_with_spacy() (in module danlp.models.embeddings)
load_xlmr_coref_model() (in module danlp.models.xlmr_models)
load_xlmr_ned_model() (in module danlp.models.xlmr_models)
M
meanings() (danlp.datasets.dannet.DanNet method)
module
danlp.datasets.dacoref
danlp.datasets.daned
danlp.datasets.dannet
danlp.datasets.dawikined
danlp.datasets.ddt
danlp.datasets.dkhate
danlp.datasets.sentiment
danlp.datasets.unimorph
danlp.datasets.wiki_ann
danlp.datasets.word_sim
danlp.models.bert_models
danlp.models.electra_models
danlp.models.embeddings
danlp.models.flair_models
danlp.models.spacy_models
danlp.models.xlmr_models
P
pos() (danlp.datasets.dannet.DanNet method)
predict() (danlp.models.bert_models.BertEmotion method)
(danlp.models.bert_models.BertHateSpeech method)
(danlp.models.bert_models.BertNer method)
(danlp.models.bert_models.BertOffensive method)
(danlp.models.bert_models.BertTone method)
(danlp.models.electra_models.ElectraOffensive method)
(danlp.models.spacy_models.SpacyChunking method)
(danlp.models.xlmr_models.XLMRCoref method)
(danlp.models.xlmr_models.XlmrNed method)
predict_clusters() (danlp.models.xlmr_models.XLMRCoref method)
predict_if_emotion() (danlp.models.bert_models.BertEmotion method)
predict_if_next_sent() (danlp.models.bert_models.BertNextSent method)
predict_proba() (danlp.models.bert_models.BertEmotion method)
(danlp.models.bert_models.BertOffensive method)
(danlp.models.electra_models.ElectraOffensive method)
S
SpacyChunking (class in danlp.models.spacy_models)
synonyms() (danlp.datasets.dannet.DanNet method)
T
TwitterSent (class in danlp.datasets.sentiment)
W
WikiAnn (class in danlp.datasets.wiki_ann)
wordnet_relations() (danlp.datasets.dannet.DanNet method)
words() (danlp.datasets.word_sim.DSD method)
(danlp.datasets.word_sim.WordSim353Da method)
WordSim353Da (class in danlp.datasets.word_sim)
X
XLMRCoref (class in danlp.models.xlmr_models)
XlmrNed (class in danlp.models.xlmr_models)
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