Pinned Repositories
Airbnb-Data-Exploration
Here we analyze data (of 2019) from AirBnB in area of Athens and we implement a Recommendation System.
AutoEncoder-and-Classifier-of-MNIST-images
Implementation of an Auto-Encoder and Classifier so as to classify images from MNIST dataset.
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.
Car-Racing-v0-GymAI
Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.
Compilers_Assignments
Assignments in course:Compilers.
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.
estimate-pi
Implementation of Monte Carlo's model, which trying to calculate pi's value.
LSH-HyperCube-and-Clustering-Algorithms
Searching similar images (represented as vectors from MNIST dataset) and clustering on them.
Multilabel_StackOverflow_Tag_Prediction
Multilabel Tag Prediction on StackOverflow Questions. Experiment with Sklearn Traditional Algorithms and BERT model.
Project-Management-Platform
Assignment on course Software Technology!
spyros-briakos's Repositories
spyros-briakos/Car-Racing-v0-GymAI
Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.
spyros-briakos/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.
spyros-briakos/AutoEncoder-and-Classifier-of-MNIST-images
Implementation of an Auto-Encoder and Classifier so as to classify images from MNIST dataset.
spyros-briakos/Compilers_Assignments
Assignments in course:Compilers.
spyros-briakos/estimate-pi
Implementation of Monte Carlo's model, which trying to calculate pi's value.
spyros-briakos/Project-Management-Platform
Assignment on course Software Technology!
spyros-briakos/Airbnb-Data-Exploration
Here we analyze data (of 2019) from AirBnB in area of Athens and we implement a Recommendation System.
spyros-briakos/B-Plus-Tree-File
Implementation of functions, which manage files based on B+ Trees.
spyros-briakos/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.
spyros-briakos/Feed_Forward_Neural_Networks
Our goal is to predict tweet comment's sentiment by experimenting with two different types of vectorization (GloVe and TfIdf).
spyros-briakos/greek-bert
A Greek edition of BERT pre-trained language model
spyros-briakos/Interprocess-Communication
In this project I experiment with interprocess communication through named pipes and general low-level I/O.
spyros-briakos/MultiThreaded-Client-Server
In this project server is gonna have multiple server threads, whose main goal is to serve client-threads.
spyros-briakos/LSH-HyperCube-and-Clustering-Algorithms
Searching similar images (represented as vectors from MNIST dataset) and clustering on them.
spyros-briakos/Multilabel_StackOverflow_Tag_Prediction
Multilabel Tag Prediction on StackOverflow Questions. Experiment with Sklearn Traditional Algorithms and BERT model.
spyros-briakos/AI-Research-Assessment-TextNormalization-SongSimilarity
AI-Research-Assessment-TextNormalization-SongSimilarity
spyros-briakos/Autoencoder-Dimensionality-Reduction
Autoencoder dimensionality reduction, EMD-Manhattan metrics comparison and classifier based clustering on MNIST dataset.
spyros-briakos/Classification-Clustering
Practising on WordClouds,Classification and Clustering on news dataset.
spyros-briakos/Feeder-Consumers
In this mini project we solve one Operating System's problem with main process be Feeder and child processes of Feeder be its Consumers.
spyros-briakos/Hash-File
Implementation of functions, which manage files based on Hash Tables.
spyros-briakos/Heap-File
Implementation of functions, which manage Heap Files.
spyros-briakos/Insulting-Comment
In this project our goal is to decide if a comment is an insult or not. (Kaggle's Contest)
spyros-briakos/Linear_Regression
Implement Linear_Regression class and experiment with Batch,Mini Batch and Stohastic Gradient Descent!
spyros-briakos/Machine-Learning-Greek
Assignment on course Machine-Learnig & Pattern-Recognition, with theoretical and practical tasks!
spyros-briakos/Readers-Writers
In this mini project we solve one of the most popular Operating System's problems, readers-writers problem.
spyros-briakos/spyros-briakos