Homeworks and final project for Infosearch course
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Updated
Aug 23, 2022 - Python
Homeworks and final project for Infosearch course
Naive Bayes classifier with text parser and vectorization libs
Machine Learning course of Piero Savastano 3: CountVectorizer
Data science and NLP tools developed for my own use.
A simple Python script for transforming a corpus of documents into text vectors suitable for visualization
This program is a project carried out in the Natural Language Processing course, which is a Taylor Swift song recommender. It utilizes topics such as sentiment analysis in texts, text vectorization, and the removal of stopwords.
Comment Sentiment Analysis using Deep Learning
Given a document, identifying the closest documents within the list of documents using tf-idf matrix and cosine similarity
📖 Use Bi-normal Separation to find document vectors which is used to compute similarity for shorter sentences.
A Python toolbox for gaining geometric insights into high-dimensional data
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