{"id":21458277,"url":"https://github.com/bjam24/agh-natural-language-processing","last_synced_at":"2026-04-16T08:33:00.618Z","repository":{"id":260378122,"uuid":"876791796","full_name":"bjam24/agh-natural-language-processing","owner":"bjam24","description":"This respository contains projects made for the NLP course at the AGH UST in 2024 / 2025. 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All solutions are results of my work after hours, when I was solving given tasks (topics).\r\nAll tasks are provided by \u003ca href=\"https://github.com/apohllo/nlp\"\u003eapohllo\u003c/a\u003e. Be mindful that these tasks are regularly updated and may vary in the future.\r\n## Exercises and Topics\r\n### \u003ca href=\"https://github.com/bjam24/agh-natural-language-processing/blob/main/Lab1/lab1_regexp.ipynb\"\u003e1. Regular expressions\u003c/a\u003e\u003cbr\u003e\r\n### \u003ca href=\"https://github.com/bjam24/agh-natural-language-processing/blob/main/Lab2/lab2_fts.ipynb\"\u003e2. Full text search\u003c/a\u003e\r\n### \u003ca href=\"https://github.com/bjam24/agh-natural-language-processing/blob/main/Lab3/lab3_levenshtein.ipynb\"\u003e3. Levenshtein distance\u003c/a\u003e\r\n### \u003ca href=\"https://github.com/bjam24/agh-natural-language-processing/blob/main/Lab4/lab4_lm.ipynb\"\u003e4. Language modelling\u003c/a\u003e\r\n### \u003ca href=\"https://github.com/bjam24/agh-natural-language-processing/blob/main/Lab5/lab5_classification.ipynb\"\u003e5. Classification\u003c/a\u003e\r\n### \u003ca href=\"https://github.com/bjam24/agh-natural-language-processing/blob/main/Lab6/lab6_ner.ipynb\"\u003e6. Named entity recognition\u003c/a\u003e\r\n### \u003ca href=\"https://github.com/bjam24/agh-natural-language-processing/blob/main/Lab7/lab7_clsssification_ner_llm.ipynb\"\u003e7. Classification and NER with LLMs\u003c/a\u003e\r\n### \u003ca href=\"https://github.com/bjam24/agh-natural-language-processing/blob/main/Lab8/lab8_neural.ipynb\"\u003e8. Neural Search\u003c/a\u003e\r\n### \u003ca href=\"https://github.com/bjam24/agh-natural-language-processing/blob/main/Lab9/lab9_qa.ipynb\"\u003e9. Question Answering\u003c/a\u003e\r\n### \u003ca href=\"https://github.com/bjam24/agh-natural-language-processing/blob/main/Lab10/lab10_rag.ipynb\"\u003e10. RAG\u003c/a\u003e\r\n## Technology stack\r\n- Python\r\n- NumPy, Pandas\r\n- Scikit-learn\r\n- ElasticSearch\r\n- Hugging Face Transformers\r\n- SpaCy\r\n- NLTK\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbjam24%2Fagh-natural-language-processing","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbjam24%2Fagh-natural-language-processing","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbjam24%2Fagh-natural-language-processing/lists"}