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word2vec-algorithm

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Ce fut mon prémier projet NLP où j'ai réalisé la détection de spam en utilisant les algorithmes d'embedding pour encorder mes textes. J'ai utilisé Random Forest et Milti-Layres Perceptrons pour la phase de classification. Ce qui a pemit l'obtension des précisions respective de 97% et 98%. J'ai aussi appris à documenter mes codes via sphinx

  • Updated Oct 3, 2023
  • Python

This NLP repository features various projects aimed at processing and analyzing natural language data. From sentiment analysis to text classification, the projects utilize state-of-the-art techniques and algorithms to extract meaningful insights from unstructured text data.

  • Updated Mar 18, 2023
  • Jupyter Notebook

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