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MiHallich/language-detection-ai-python

Python NLP project for detecting text language using character frequency analysis.

Python GitHub ↗
★ 0
stars
75
AI relevance
50
solo dev
0
tool sigs

SUMMARY AI summary by gpt-5-mini

A compact Python project for basic language detection using statistical character-frequency analysis. It distinguishes English, Polish, German and Spanish by preprocessing input text, extracting character frequency profiles, and classifying the sample against known distributions. Who uses it: developers, students, or researchers needing a lightweight, interpretable language detector for scripts, prototypes, or learning NLP fundamentals. Key features: text preprocessing, character frequency extraction, statistical classification, multi-language detection; implemented in plain Python (no heavy ML). Run with: python main.py.

Language breakdown (by bytes)

Python
100%

Owner

Account
MiHallich
Type
User
Followers
1

Dates

Created on GitHub 2026-05-09
Last push 2026-05-09
First seen here 2026-05-09
Last fetched 2026-05-09 14:22

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