kwsths_ve's repositories
Bernoulli-Naive-Bayes-Classifier-with-Information-Gain
Naive Bayes Classifier with Bernoulli variables on imdb dataset from keras. Using entropy and information gain for feature selection. Tune the hyperparameters and see how it goes.
Feature_Subset_Selection-and-Classification
Find the simplest model and the best method to predict whether an observation belongs to categories LOWER/GREATER of 20% trimmed mean of "ncrim" variable. AUEB Computer Science course Statistical Learning.
Image_Filtering
Given a .ppm image, apply gamma and linear filters. PPM Viewer provided. AUEB Computer Science course Programming with C++.
Othello-MiniMaxA-B
Play the Othello board game against the algorithm and try to win!
Computer-Vision-Interpretability
Image captioning interpretability using Captum framework and attention maps on Transformer models.
Continual-Learning
MSc Thesis experimental code. Apply the GEM algorithm to image classification and image captioning problems. Implementation of MaskedGEM, a version of GEM to address the incremental expansion of model's parameters due to vocabulary updates (image captioning). Benchmark of GEM and MaskedGEM with other continual learning methods for image captioning.
Pizza-Store_Multithreading-Example
Avoid deadlocks and synchronise threads to use resources equally.Using pthreads. AUEB Computer Science course Operating Systems.
RAG-Pipeline
Simple web crawler for a RAG pipeline using Meltemi, the first greek LLM. Information Science Association workshop.
Secret-Santa-Assignment
Randomly assign a Secret Santa to each one of your friends and notify them with an email. The sender must have a Gmail. Merry Christmas!