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tf-idf-vectorizer

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Bill-Klay / Skincare-Recommendation-Android-Application

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Skincare recommendation android application that uses dataset from Kaggle and scrapped data from cosmetics websites to work a Tf-IDF vectorizer for content based filtering, and KNN and Decision trees for collaborative based filtering. The notebook also contains other approaches for POC including SVD. Backend APIs are based on Flask, Android appl…

python flask-application decision-trees knn android-java tf-idf-vectorizer skincare-recommendation
  • Updated Oct 22, 2021
  • Jupyter Notebook

vlada-pv / Prediction-Sociolinguistic-Data-Based-on-the-Diaries-Texts-of-the-Prozhito-Project

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The repository contains notebooks created for collecting and preprocessing the corpus of diary entries and for experiments on creating models for predicting gender, age groups of authors and the time period of text creation.

deep-learning word-embeddings recurrent-neural-networks naive-bayes-classifier neural-networks bag-of-words logistic-regression convolutional-neural-networks diary-entries sociolinguistics text-vectorization bilstm tf-idf-vectorizer text-preprocessing convol author-profiling
  • Updated Jun 12, 2024
  • Jupyter Notebook

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