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1. Bernoulli-Naive-Bayes-Classifier-with-Information-Gain Bernoulli-Naive-Bayes-Classifier-with-Information-Gain Public

   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.

   Python 1

2. Othello-MiniMaxA-B Othello-MiniMaxA-B Public

   Play the Othello board game against the algorithm and try to win!

   Java 1

3. Computer-Vision-Interpretability Computer-Vision-Interpretability Public

   Image captioning interpretability using Captum framework and attention maps on Transformer models.

   Python

4. NLP NLP Public

   Text classification and POS tagging with MLPs, RNNs, CNNs and Transformers.

   Jupyter Notebook

5. Feature_Subset_Selection-and-Classification Feature_Subset_Selection-and-Classification Public

   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 L…

   R 2

6. Continual-Learning Continual-Learning Public

   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'…

   Python