Welcome to VNLP’s documentation!

VNLP is a Python library for developers working on Turkish NLP.

It implements the state of the art research papers in an efficient manner with an intuitive API to allow inference.

• Try the Demo.

• See the Official Website.

• See the Github page.

• See the Pypi page.

Contents

Get Started

• Quickstart
  • Installation
  • Usage
  • Python API
  • Command Line API

Main Classes

• Dependency Parser
  • DependencyParser
  • SentencePiece Unigram Context Dependency Parser
  • Tree-stack Dependency Parser
• Named Entity Recognizer
  • NamedEntityRecognizer
  • SentencePiece Unigram Context Named Entity Recognizer
  • CharNER
• Normalizer
  • Normalizer
• Part of Speech Tagger
  • PoSTagger
  • SentencePiece Unigram Context Part of Speech Tagger
  • Tree-stack Part of Speech Tagger
• Sentence Splitter
  • SentenceSplitter
• Sentiment Analyzer
  • SentimentAnalyzer
  • SentencePiece Unigram Context BiGRU Sentiment Analyzer
• Stemmer: Morphological Analyzer & Disambiguator
  • StemmerAnalyzer
• Stopword Remover
  • StopwordRemover
• Word Embeddings
  • SentencePiece Unigram Tokenizer and Word Embeddings
  • TreebankWordTokenizer tokenized Word Embeddings