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Amaç; hem akademik çalışmalarda hem de endüstriyel projelerde Türkçe NLP alanındaki ihtiyaçlara açık kaynaklı bir çözüm sunmaktır.\n\n## Özellikler\n\n* ✨ **Tokenizasyon**: Türkçeye uygun kelime ve cümle ayırma\n* 🧠 **Morfolojik Çözümleme**: Ek ayrıştırma ve kök bulma\n* 🔎 **POS Tagging**: Kelime türü etiketleme\n* 🧾 **Ad Öbeği Çıkarımı (NER)**: Kişi, kurum, yer vs. tanıma\n* ⚖️ **Duygu Analizi**: Türkçeye uygun olumlu/olumsuz duygu sınıflandırma\n* 📚 **Leksik Analiz**: Sözlük tabanlı yapı ve anlamsal analiz\n* 🤖 **Transformer Entegrasyonu**: Huggingface destekli modellerle çalışma\n* ⚙️ **Modüler Mimari**: Her modül bağımsız ve entegre çalışabilir\n* 🧪 **CLI ve API desteği**: Komut satırı ve REST API üzerinden kullanım\n\n## Kurulum\n\nBu proje [Poetry](https://python-poetry.org/) ile yapılandırılmıştır. Eğer Poetry yüklü değilse:\n\n```bash\npip install poetry\n```\n\nProjeyi kurmak için:\n\n```bash\ngit clone https://github.com/icelaterdc/Turk-NLP.git\ncd Turk-NLP\npoetry install\n```\n\n## Temel Kullanım\n\n```python\nfrom turknlp.tokenization import TurkishTokenizer\nfrom turknlp.morphology import MorphAnalyzer\n\ntext = \"Ankara'da hava oldukça güzel.\"\ntokens = TurkishTokenizer().tokenize(text)\nmorphs = MorphAnalyzer().analyze(tokens)\n\nfor token, morph in zip(tokens, morphs):\n    print(token, morph)\n```\n\n## Transformer Destekli Modeller\n\n```python\nfrom turknlp.transformers import TurkishBERTNER\nmodel = TurkishBERTNER()\nresult = model.predict(\"Mustafa Kemal Atatürk Türkiye Cumhuriyeti'nin kurucusudur.\")\nprint(result)\n```\n\n## Testler\n\n```bash\npoetry run pytest tests/\n```\n\n## Yol Haritası\n\n* [x] Tokenizer\n* [x] Morfolojik analiz\n* [x] POS tagging\n* [x] NER\n* [x] Sentiment\n* [x] Transformer destek\n* [ ] Bağlam bazlı anlambilim (WSD)\n* [ ] Dil modeli destekli metin üretimi\n\n## Katkı\n\nProjeye katkı sağlamak için forkladıktan sonra PR gönderebilirsiniz:\n\n```bash\ngit clone https://github.com/icelaterdc/Turk-NLP.git\ncd Turk-NLP\ngit checkout -b yeni-ozellik\n```\n\n## Lisans\n\nMIT Lisansı ile lisanslanmıştır.\n\n---\n\n\u003e \"TurkNLP, Türkçeye özel geliştirilen açık kaynak NLP araçları için güçlü bir temel sunmayı hedefler.\"\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ficelaterdc%2Fturk-nlp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ficelaterdc%2Fturk-nlp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ficelaterdc%2Fturk-nlp/lists"}