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Czech Technical University
- Prague
- https://www.linkedin.com/in/andrii-kozlov96/
Highlights
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Embeddings-based-code-search-engine
Embeddings-based-code-search-engine PublicThis project implements a code search engine using sentence embeddings and vector similarity search. It allows users to search for relevant code snippets given a natural language query.
Jupyter Notebook
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LSI-Search-System
LSI-Search-System PublicA web application that enables semantic document search using Latent Semantic Indexing (LSI). The system preprocesses text, computes TF-IDF, applies Singular Value Decomposition (SVD) for dimension…
Python
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Football-simulation
Football-simulation PublicA Node.js + REST API to simulate football matches, manage teams, players, and match events. Uses MySQL for data storage.
JavaScript
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Use-of-neural-networks
Use-of-neural-networks PublicThis repository contains a deep learning project focused on image classification using fully connected (feedforward) and convolutional neural networks (CNNs). The project is implemented in a Jupyte…
Jupyter Notebook
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Forecast-App
Forecast-App PublicThis project addresses the task of developing a weather forecast application as part of the BI–PYT semester assignment. The application allows users to view real-time weather data, including curren…
Python
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Analysis-of-hurricane-season-intensity
Analysis-of-hurricane-season-intensity PublicThis project explores how climatic phenomena—such as El Niño phases, the number of hurricanes, and environmental indicators like West African rainfall—affect the severity of storm seasons, measured…
Jupyter Notebook
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