Projects in Awesome Lists by vlada-pv

https://github.com/vlada-pv/scrapy-parser-wiki-movies

The Wiki Movies Scraper is a Scrapy project designed to collect information on movies from Wikipedia, including their Title, Genre, Director, Country and Year.

scrapy scrapy-spider wikipedia

Last synced: 15 Mar 2025

https://github.com/vlada-pv/optimization-methods-comparison-for-ml-models

Comparison of the Momentum, RMSprop, and Adam optimization methods to GD and SGD for machine learning models using synthetic data to evaluate convergence speed and accuracy.

adam gradient-descent momentum optimization rmsprop

Last synced: 15 Mar 2025

https://github.com/vlada-pv/topic-modeling-project-22m28

Проект группы 22.М28-фл по тематическому моделированию корпуса по компьютерной и корпусной лингвистике кафедры математической лингвистики СПбГУ

Last synced: 15 Mar 2025

https://github.com/vlada-pv/eda-regression-marketingdata

Engineering a regression model to predict clients' annual income, evaluating feature distributions, testing hypotheses, and assessing the model using the OLS method.

eda ols prediction-model regression-analysis regression-models statistics

Last synced: 15 Mar 2025

https://github.com/vlada-pv/vlada-pv

Last synced: 15 Mar 2025

https://github.com/vlada-pv/prediction-sociolinguistic-data-based-on-the-diaries-texts-of-the-prozhito-project

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.

author-profiling bag-of-words bilstm convol convolutional-neural-networks deep-learning diary-entries logistic-regression naive-bayes-classifier neural-networks recurrent-neural-networks sociolinguistics text-preprocessing text-vectorization tf-idf-vectorizer word-embeddings