am-tropin Goto Github PK

am-tropin

A ✨special ✨ repository for adding its README.md to my GitHub profile

am-tropin.github.io

anniversary-reminder

📆⏰ The project calculates round dates basing on a list of events and provides FastAPI service for launching with arbitrary dates.

cv2-collage

english-song-lyrics

🇬🇧🎧 The project clusters English lyrics using NLTK and gives text-based recommendations (both with Tf-idf from scikit-learn). Also there are the listening and grammar trainers.

georgian-letters

🇬🇪✍️ The project collects the image dataset of Georgian printed letters and recognizes them using CV and CNN from Keras and TensorFlow. Also there are trainers for learning letters and numerals.

imdb_filter

This code is to filter movie database from IMDb (https://datasets.imdbws.com/).

lotr_text_analysis

🧙🏼‍♂️💍 A quantitative analysis of Tolkien's texts on Middle-earth

poland-apartment-prices

🇵🇱🏠 The project predicts an apartment price for Warsaw, Krakow and Poznan. Distributed apartments by districts using geopandas; built XGBoost model with MAPE = 9% (the best of others).

rain-maps-api

🗺🌧 The project creates a gif of rain dynamics near Berlin using data from RainViewer API, with downloading a geomap using Plotly and building a CI/CD pipeline using GitHub Actions.

recipes-traffic

🥗🍗 The learning project classifies recipes by their popularity using the Logistic classifier from scikit-learn.

renewable-energy-europe

🇩🇪🔋 The project predicts weekly solar energy generation in Germany using seasonal ARIMA model with accuracy of 82% and Time Series Analysis from statsmodels.

restaurant-europe

🇪🇺🍽 The project classifies restaurants by various features using XGBoost and scikit-learn models and gives content-based recommendations of European restaurants using Jaccard metric from SciPy.

site

ssmm_database

🙋🏻‍♀️🙋🏻‍♂️ The project analyzes electoral processes in the MSU Mech-Math student council. Collected datasets using BeautifulSoup4; clustered candidates and programs using NLTK, scikit-learn, SciPy.

waltz_identifier

🎼💃🏼 Checking if the melody is a waltz