Eugene Sergeevich Muzalevsky's repositories
coronary-heart-disease-analysis
Coronary heart disease analysis, dataset - https://www.kaggle.com/datasets/billbasener/coronary-heart-disease. For analysis i used: k-means clustering, k-neighbors classifier, decision tree classifier. Libraries: scikit-learn.
disk-benchmark
Program test hdd or ssd on main parameters (read/write/copy speed and other). Console user interface.
graph-editor
Graph editor with standard functional (add/remove edge/vertex and search of the shortest way algorithm (dijkstra). Interface part realized on windows forms.
rework-material-design
Rework of library Material Design. Added: masked text box on base outlined textbox, auto suggest box with native functional. Realized functional for adding icon buttons into textboxs and similiar controls, that buttons support binding and you can use several such buttons at once for one control. Realized example of controls validation.
vector-graphic-editor
Work on drawing visual entity. User interface - WPF.
approximation-calculator
Includes operations with matrix and methods of point/continuous approximation derivation, integration
bank-android-interface
The interface of the banking Android application is implemented in XML.
bank-simulator
Simulator of bank, realized work with debit/credit cards, deposits and physical/juridicial clients. Interface part realized on WPF, used local MS SQL Server for data storage.
book-store-simulator
Book store simulator. Realization add/remove/update operations with books/documents/clients and other entities. User interface - WPF, data storage - MySQLServer.
dental-caries-analysis
Dental caries analysis. For analysis i used: k-means clustering, k-neighbors classifier, decision tree classifier. Libraries: scikit-learn.
django-rest-framework-authtoken
Realization of native token authentification on django rest framework. Done: auto expire token, delete expire tokens with celery, number of valid tokens regulation. Project based on https://github.com/wichmannpas/django-rest-authtoken.
double-linked-list-c-plusplus
Double linked list with standard operations.
double-linked-list-c-sharp
Double linked list with realization of standard operations and console user interface.
hardware-parser
Parser of hardware data from the following websites: PcPartPicker (parsed: all images, prices, specifications, ratings), UserBenchmark (parsed: all FPS data and parts data with tests), Techpowerup (parsed: all gpu, cpu, ram db's), DNS and CITILINK (parsed: prices and availability information).
investment-calculator
Simulator of stock exchange, have chart's of most popular stocks and currencies (parsing of non official sites). Interface part realize on windows forms.
kinopoisk-reviews-sentiment-analysis
Sentiment analysis of kinopoisk (https://www.kinopoisk.ru/) reviews. For analysis i used: classification methods (random forest, svc, k-neighbors) neural networks (lstm, mlp).
links-parser
Program take all links from html page and write them in console.
match3-pokemon
Match 3 game on WPF with pokemon images.
matrix-calculator
Matrix library with standard operations and console user interface.
mental-health-test
Analysis dataset of mental health (tech survey). https://www.kaggle.com/datasets/osmi/mental-health-in-tech-survey
messenger-android-interface
The interface of the Android messenger application is implemented in XML.
northwest-corner-method
Realization of northwest corner method to solve transportation problem. Output in .txt file. In the code, Russian comments.
stroke_analysis
Stroke analysis, dataset - https://www.kaggle.com/datasets/fedesoriano/stroke-prediction-dataset. For analysis i used: mlp classifier, k-means clustering, k-neighbors classifier. Libraries: tensorflow, scikit-learn.
supermarket-simulator
Simulator of supermarket, have realization of add/remove/update products/waybills/certificates and other entitites. User interface - WPF, datastorage - MySQL Server.
supermarket-template-site
Supermarket site cooperating with database.
tic-tac-toe
Tic tac toe game on WPF, with realization of local play for two players (tcp-ip).
wpf-controls-library
Dynamic link library of wpf controls with test window application.