Konstantinos Giantsios's repositories
Detecting-toxic-comments-and-minimizing-of-unintetional-prejudice-using-neural-networks
This is my repository and all the code needed to complete my Bachelor thesis on the detection of toxic comments.
toxicity-detection-in-text
This work focuses on the development of machine learning models, in particular neural networks and SVM, where they can detect toxicity in comments. The topics we will be dealing with: a) Cost-sensitive learning, b) Class imbalance
FiniteAutomata
Implementation of Finite Automata(deterministic , non-deterministic and non-deterministic with ε transitions)
keyword-extraction-with-greekBERT
Keyword/Keyphrase extraction from greek biomedical text using BERT and a diversification method. We also created a novel greek biomedical dataset.
ConcurrentCalculationOfIntegral
Demonstrates the use of multithreading,monitors and sockets to calculate an approximation of π using arithmetic integration.
content-based-recommendation-system-for-books
Content-based recommendation system .The data sets are from Book-Crossing (http://www2.informatik.unifreiburg. de/~cziegler/BX/)
mypy
Optional static typing for Python
Programming-Languages-and-Compilers-exercises
The exercises from my university course 'PROGRAMMING LANGUAGES AND COMPILERS' using Flex and Bison
RSPapers
Must-read papers on Recommender System.
Scalable-Processing-of-Dominance-Based-Queries
The following repo focuses on the exploration and discovery of Skyline and top-k dominating points, utilizing the Big Data unified processing engine Spark. The data point creation, as well as an analytical explanation of the methods, employed for each task and their results, are thoroughly presented.
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
tensorflow
An Open Source Machine Learning Framework for Everyone
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.