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Tomas Faltejsek's Projects

bachelor-thesis-text icon bachelor-thesis-text

Variational autoencoder is an innovation in the field of unsupervised machine learning. Its architecture combines stochastic encoder-decoder modules and deep learning.

handson-ml-excercises icon handson-ml-excercises

Completed excercises from the Hands-On Machine Learning with Scikit-Learn & TensorFlow book

react-virtualized-infinite-scroll-demo icon react-virtualized-infinite-scroll-demo

This is a simple showcase of performant infinite-scroll experience using react-virtualized. This example handles infinite-scroll based on window scroll position, which gives us the ability to create "newsfeed-like" infinite-scroll layouts. In this example, as the user scrolls, we fetch data about trending repositories from the GitHub API.

simple-movie-recommender icon simple-movie-recommender

Implementation of Microsoft's Matchbox Recommender trained on MovieLens dataset used in simple React web application to provide movie recommendations.

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