Vangelis Tsiatouras's repositories
machine-learning-bsc
Classification in Hyperspectral Images using Naive Bayes, minimum Euclidean Distance & k-NN. Machine learning projects implemented in MATLAB.
big-data-analytics
A repo that contains Text Classification, Similarity Detection using LSH and Duplicate Detection using XGBoost.
data-mining-bsc
Text Classification & Data Evaluation using K-Means, SVM, Random Forests, Naive Bayes and k-NN. Projects for the B.Sc. Course Data Mining Techniques
my-dot-files
A repo that contains my home directory dot files
311-chicago-incidents
DjangoREST & Vue.js apps, that visualize some metrics & stats for the incidents that happen to Chicago City.
311-chicago-incidents-nosql
A FastAPI application that uses a Mongo Database to store and extract metrics for the incidents that happen to Chicago City.
compilers-bsc
MiniJava to LLVM-IR compiler written in Java. This project is an assignment for the course "Compilers" of dept. of Informatics & Telecommunications of University of Athens.
dblp-neo4j-fastapi
An app that uses Neo4j database to store DBLP computer science bibliography, exposed through FastAPI.
my-kv-store
Proof of concept Key-Value Store, a project for the M.Sc. course Big Data Management
free-programming-books
:books: Freely available programming books
machine-learning-msc
Linear Regression, Ridge Regression, Naive Bayes, KMeans, SVM & Deep Learning implemented in Python
spark-graph-coloring
Solution of Graph Coloring Problem using Apache Spark, Graphframes library