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Konstantina Liagkou's Projects

bike-sharing icon bike-sharing

Kaggle Challenge (a regressor to predict bike sharing )

fashion-item-recognition icon fashion-item-recognition

Given an image of a fashion item, build a deep learning model (MLP, CNN, Ensemble with stacking models) that recognizes the fashion item, using the Fashion-MNIST dataset

htrec icon htrec

HTREC 2022: Improving the HTR output of Greek papyri and Byzantine manuscripts

neural-network icon neural-network

Neural Network by scratch. (without libraries, only using NumPy)

ppm-editor icon ppm-editor

Edist ppm Imagies and applies various filters on them

spam-ham-ai icon spam-ham-ai

ID3 and NaiveBayes to Spam Ham email Artificial Intelligence

toxic-spans-detection icon toxic-spans-detection

Systems that extract toxic spans from toxic texts. This is a SemEval 2021 competition, which can be addressed as a sequence labeling task.

ukiyo-e_meisho_nlp icon ukiyo-e_meisho_nlp

A Study of Distant Viewing of Ukiyo-e Prints with Natural Language Preprocessing

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