Python port of Fidel Tools - Amharic language preprocessing toolkit
Project description
Fidel Tools - Python Toolkit
Fidel Tools is a suite of high-performance natural language processing (NLP) components for the Amharic language. This package leverages a native Rust core (core-native) compiled via PyO3 to provide lightning-fast, production-ready Amharic preprocessing.
Installation
pip install fidel-tools
Features
- Text Normalization: Standardizes character representations and collapses gemination.
- Sentence Tokenization: Splits Amharic text into logical sentences based on customizable boundaries.
- Stemming: Custom affix-removal stemmer mapping Amharic words to their base forms.
- Stopwords Removal: Dynamic removal of common semantically low-value words.
- Lexical Analysis: Expanded abbreviations, number removal, and punctuation handling.
- Transliteration: High-performance transliteration schemes (Sera, Felig).
- Indexing & Term Weighting: Production-grade document and query indexer with TF-IDF weighting.
- spaCy Integration: Native spaCy-compatible tokenizer.
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