Balinese Natural Language Processing Package

The First Comprehensive Python NLP Tools for Natural Language Processing

Package Structure of balinese_nlp:

  • textpreprocessor ✓
    • TextPreprocessor.py
    • utils.py
    • data
      • lemmatization
        • balivocab.txt
      • normalizedwords
        • data.xlsx
      • stopwords
        • data.txt
    • lemmatization
      • LevenstheinDistance
        • Lemmatization.py
        • LemmatizationRules.py
    • stemming (under development)
  • narratives
    • aliasclustering ✓
      • rule_based ✓
        • AliasClusteringRuleBased.py
        • PairwiseDistanceString.py
      • supervised (under development)
    • characterclassification
      • rule_based ✓
        • RuleBasedLexiconClassifier.py
      • supervised (under development)
    • characterner ✓
      • datapreparation
        • DataPreparation.py
      • BaseModel.py
      • ConditionalRandomFields.py
      • HiddenMarkovModel.py
      • HybridBPSOCRF.py
      • ScikitLearnClassifiers.py
    • clustercharacterner ✓
      • AgglomerativeClusteringNER.py
      • Base.py
      • BIRCHNER.py
      • DBSCANNER.py
      • HDBSCANNER.py
      • KMeansNER.py
      • OPTICSNER.py
      • SpectralClusteringNER.py
  • corefresolution
    • rule_based ✓
      • CoreferenceResolution.py
      • LinkedList.py
    • supervised (under development)
  • embeddings ✓
    • BasePretrained.py
    • BERT
      • BalimultiLingBERT.py
    • gensims
      • BaliFastText.py
      • BaliWord2Vecs.py
    • gloves
      • BaliGlove.py
      • Glove.py
  • feature_extractor
    • data ✓
      • booster_words.txt
      • negation_words.txt
    • narratives ✓
      • characterclassification
        • BaseModelFeatureExtraction.py
        • FeatureExtraction.py
        • LexiconFeatureExtraction.py
        • POSTagFeatureExtraction.py
        • WordEmbeddingFeatureExtraction.py
      • summarization
        • FeatureExtractor.py
        • TFISFVectorizer.py
  • ner ✓
    • utils.py
    • data
      • BaliVocab.txt
      • sansekertavocab.txt
    • rule_based
      • NERLocation.py
      • NERPerson.py
      • NERTimeExpression.py
  • postag ✓
    • utils.py
    • data
      • HMM
        • hmmmodel.txt
    • HMM
      • HiddenMarkovModelPOSTag.py
  • quoteattribution
    • rule_based
      • RuleBasedSentenceGrouping.py
  • summarization (under development)
    • abstractive
    • extractive
      • deeplearning
      • machinelearning
      • metaheuristics

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for satriabimantara from gravatar.com satriabimantara

Credits

Author: I Made Satria Bimantara

License

BSD License

Requires

Python >=3.8

Tags

Balinese NLP Text Preprocessing Semantic Feature Extraction Embedding Models Narrative Analysis NER POS Tagging Summarization

Classifiers

Report project as malware

Metadata

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for satriabimantara from gravatar.com satriabimantara

Credits

Author: I Made Satria Bimantara

License

BSD License

Requires

Python >=3.8

Tags

Balinese NLP Text Preprocessing Semantic Feature Extraction Embedding Models Narrative Analysis NER POS Tagging Summarization

Classifiers

Report project as malware

Release files for balinese-nlp 2.4.2

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Source distribution (sdist)

Source distribution for balinese-nlp 2.4.2
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balinese_nlp-2.4.2-py3-none-any.whl 14.1 MB Python 3 none any Details

Total release size: 27.7 MB

Release files / balinese_nlp-2.4.2.tar.gz

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Download URL balinese_nlp-2.4.2-py3-none-any.whl
Size 14.1 MB
Tags Python 3
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Publishing repository
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Publishing commit
github.com/satriabimantara/balinese_nlp/tree/92c3c3e0ec0579b4c68ad44a2e5acdaa8f6d03a8
Workflow
Publishing configuration
github.com/satriabimantara/balinese_nlp/blob/92c3c3e0ec0579b4c68ad44a2e5acdaa8f6d03a8/.github/workflows/publish.yml
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This release

2.4.2 This release

2 release files

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