Bu yerda siz uchun Python-da Transformers va N-grams dasturlash bilan boshlash uchun yordam beradigan ba'zi manbalar mavjud: Transformers: Hugging Face Transformers kutubxonasi transformator modellari bilan ishlash uchun mashhur tanlovdir. Ular o'z kutubxonasidan foydalanish asoslarini o'z ichiga olgan keng qamrovli tezkor sayohatga ega https://huggingface.co/docs/transformers/quicktour. N-grams: Python-da Natural Language Toolkit (NLTK) N-grams bilan ishlash uchun funktsionalliklarni taqdim etadi. Bu erda N-gramsga kirish bo'yicha NLTK kitobidan bir bob mavjud: NKLT Book 2-bob https://www.nltk.org/ch02.html U matn resurslari va leksik resurslarga kirish, xom matnni qayta ishlash va N-grams bilan ishlash asos
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