Pinned 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!
Pizza-Store_Multithreading-Example
Avoid deadlocks and synchronise threads to use resources equally.Using pthreads. AUEB Computer Science course Operating Systems.
kwsthsve's Repositories
kwsthsve/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.
kwsthsve/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.
kwsthsve/Image_Filtering
Given a .ppm image, apply gamma and linear filters. PPM Viewer provided. AUEB Computer Science course Programming with C++.
kwsthsve/Othello-MiniMaxA-B
Play the Othello board game against the algorithm and try to win!
kwsthsve/Pizza-Store_Multithreading-Example
Avoid deadlocks and synchronise threads to use resources equally.Using pthreads. AUEB Computer Science course Operating Systems.