Pinned Repositories
Book-Recommendation-System
📚A book recommendation and classification system as well as a simple image retrieval system, using the Goodreads dataset.
Computational-Geometry
📐Implementation of various convex hull algorithms as well as Voronoi diagrams, Delaunay triangulation and geometric search.
Customer-Personality-Analysis
📊Customer Personality Analysis, using various Data Mining techniques and Machine Learning algorithms.
Deep-Learning-NLP
Development of Deep Learning models for Sentiment Analysis, including Logistic Regression, FNN, LSTM/GRU with attention, and BERT for twitter dataset related to the Greek general elections.
Graph-based-Approximate-Nearest-Neighbors-Search
Graph based Approximate Nearest Neighbors Search using GNNS and MRNG algorithms for MNIST dataset.
Image-Autoencoder
Vector image representation in lower dimensional space using an autoencoding neural network for MNIST dataset.
Implementation-Of-Database-Systems
An implementation of a set of functions that manage files created based on heapfiles and static hashing. This includes designing functions for file operations such as creation, deletion, reading, and writing. The heapfiles will ensure efficient storage and retrieval, while static hashing will provide quick data access.
Logic-Programming
Various exercises in Logic Programming and Constraint Logic Programming using ECLiPSe-CLP.
Pi-Estimation-Parallel-Calculator
Implementation of Monte-Carlo technique in order for the parallel estimation of pi using, POSIX threads, OpenMP, MPI.
The-Pac-Man-Projects-CS188-Berkeley
🕹️👻👾👻 In this thrilling AI adventure, we embark on a multi-stage quest to transform Pacman into an intelligent game-playing agent. Across three engaging projects, we explore various facets of artificial intelligence, from basic search algorithms to adversarial competition and reinforcement learning.
Irrelev4nt13's Repositories
Irrelev4nt13/The-Pac-Man-Projects-CS188-Berkeley
🕹️👻👾👻 In this thrilling AI adventure, we embark on a multi-stage quest to transform Pacman into an intelligent game-playing agent. Across three engaging projects, we explore various facets of artificial intelligence, from basic search algorithms to adversarial competition and reinforcement learning.
Irrelev4nt13/Book-Recommendation-System
📚A book recommendation and classification system as well as a simple image retrieval system, using the Goodreads dataset.
Irrelev4nt13/Computational-Geometry
📐Implementation of various convex hull algorithms as well as Voronoi diagrams, Delaunay triangulation and geometric search.
Irrelev4nt13/Customer-Personality-Analysis
📊Customer Personality Analysis, using various Data Mining techniques and Machine Learning algorithms.
Irrelev4nt13/Deep-Learning-NLP
Development of Deep Learning models for Sentiment Analysis, including Logistic Regression, FNN, LSTM/GRU with attention, and BERT for twitter dataset related to the Greek general elections.
Irrelev4nt13/Graph-based-Approximate-Nearest-Neighbors-Search
Graph based Approximate Nearest Neighbors Search using GNNS and MRNG algorithms for MNIST dataset.
Irrelev4nt13/Image-Autoencoder
Vector image representation in lower dimensional space using an autoencoding neural network for MNIST dataset.
Irrelev4nt13/Implementation-Of-Database-Systems
An implementation of a set of functions that manage files created based on heapfiles and static hashing. This includes designing functions for file operations such as creation, deletion, reading, and writing. The heapfiles will ensure efficient storage and retrieval, while static hashing will provide quick data access.
Irrelev4nt13/Logic-Programming
Various exercises in Logic Programming and Constraint Logic Programming using ECLiPSe-CLP.
Irrelev4nt13/Pi-Estimation-Parallel-Calculator
Implementation of Monte-Carlo technique in order for the parallel estimation of pi using, POSIX threads, OpenMP, MPI.
Irrelev4nt13/Vectors-Similarity-Search-And-Clustering
Vector similarity search and clustering using the algorithms LSH, Random Projection on HyperCube, k-means++, Lloyd's, and MacQueen for MNIST hand written digit images.
Irrelev4nt13/Wordle
🎮The game of Wordle in bash
Irrelev4nt13/xv6-Support-Lazy-Page-Allocation
📄🖥️Implementation of lazy page allocation for xv6 for the operating systems course