spyros-briakos/Feed_Forward_Neural_Networks

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spyros-briakos/Feed_Forward_Neural_Networks

spyros-briakos

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Our goal is to predict tweet comment's sentiment by experimenting with two different types of vectorization (GloVe and TfIdf).

Document-Retrieval-and-Question-Answering-with-BERT

Initially implement Document-Retrieval-System with SBERT embeddings and evaluate it in CORD-19 dataset. Afterwards, fine tune BERT model with SQuAD.v2 dataset so as to evaluate it in Question Answering task.

Jupyter Notebook

Compilers_Assignments

Assignments in course:Compilers.

AutoEncoder-and-Classifier-of-MNIST-images

Implementation of an Auto-Encoder and Classifier so as to classify images from MNIST dataset.

Project-Management-Platform

Assignment on course Software Technology!

estimate-pi

Implementation of Monte Carlo's model, which trying to calculate pi's value.

Jupyter Notebook

Airbnb-Data-Exploration

Here we analyze data (of 2019) from AirBnB in area of Athens and we implement a Recommendation System.

Jupyter Notebook

Bidirectional-stacked-RNN-with-LSTM-GRU

Our goal is to develop a sentiment classifier using a bidirectional stacked RNN with LSTM/GRU cells for twitter sentiment analysis.

Jupyter Notebook

B-Plus-Tree-File

Implementation of functions, which manage files based on B+ Trees.

MultiThreaded-Client-Server

In this project server is gonna have multiple server threads, whose main goal is to serve client-threads.

Interprocess-Communication

In this project I experiment with interprocess communication through named pipes and general low-level I/O.