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Dimitris Spyropoulos's Projects

nlp-in-neswpaper-articles icon nlp-in-neswpaper-articles

Pregraduate project. Evaluation of machine learning algorithms of scikit-learn at a dataset of newspaper articles.

rust-bloomfilter icon rust-bloomfilter

A bloom filter implementation in Rust, using mixing hash function and XXHASH

study-path icon study-path

An organized learning path on Clean Code, Test-Driven Development, Legacy Code, Refactoring, Domain-Driven Design and Microservice Architecture

trajectory-analysis-and-classification-in-python-pandas-and-scikit-learn icon trajectory-analysis-and-classification-in-python-pandas-and-scikit-learn

Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and LCSS (Longest Common SubSequence) algorithms.Modeled trajectories as strings based on a Grid representation.Benchmarked KNN, Random Forest, Logistic Regression classification algorithms to classify efficiently trajectories.

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