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logisticregression

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Diabetes mellitus, commonly known as diabetes is a metabolic disease that causes high blood sugar. The hormone insulin moves sugar from the blood into your cells to be stored or used for energy. With diabetes, your body either doesn’t make enough insulin or can’t effectively use its insulin.

  • Updated Aug 1, 2021
  • Jupyter Notebook

This project involves the implementation of efficient and effective Logistic Regression (FROM SCRATCH) classifiers on MNIST data set. The MNIST data comprises of digital images of several digits ranging from 0 to 9. Each image is 28 x 28 pixels. Thus, the data set has 10 levels of classes.

  • Updated Jan 8, 2018
  • Jupyter Notebook

Sentiment analysis of IMDB movie reviews using TF-IDF and Word2Vec embeddings. Compared Logistic Regression, Naive Bayes and Random Forest models. /// Анализ обзоров фильмов на IMDB с использованием векторных представлений TF-IDF и Word2Vec. Сравнение моделей логистической регрессии, наивного байесовского алгоритма и случайного леса.

  • Updated Jul 17, 2025
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