mdarm Goto Github PK

annotated-transformer

An annotated implementation of the Transformer paper.

arasgungore-cv

My curriculum vitae (CV) written using LaTeX.

aspect-based-sentiment-analysis

Project on detecting Review-sentiment for the M906 - Programming course, NKUA, Spring 2023

awesome-time-series

list of papers, code, and other resources

basic-website

Building a basic website for the M126 - Data Visualisation course, NKUA, Spring 2023.

bsc-thesis

The source code used in the B.Sc Thesis: "Experimental study of swirl flow and heat transfer in concentric cylinders with tangential inlet flow". A summary of this work's results was presented at the Proceedings of the 10th IC-SCCE, held in Athens during 6th-9th July 2022.

cs229-stanford

All notes, materials and my own solutions for the CS229: Machine Learning course by Stanford University.

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

dithesis

Thesis class for undergraduate theses at the University of Athens

dt-readings

Useful reading list during my stay @ Toyota

es-drnn

Short Term Load Forecasting with ES-dRNN

esrnn_torch

forex-forecasting

Project on Foreign Exchange Forecasting, for the Μ401 - Deep Neural Networks course, NKUA, Fall 2022.

funding-allocation-analysis

Project on funding-allocation for the Μ402 - Clustering Algorithms course, NKUA, Fall 2022.

hyperspectral-image-clustering

Project on hyperspectral-image clustering for the Μ402 - Clustering Algorithms course, NKUA, Fall 2022.

image-analysis

A series of Image Analysis tasks for the M115 - Image Processing and Analysis course, NKUA, Spring 2023

insurance-churn-prediction

Oracle's churn challenge for the AI Hackathon, ACEin AUEB

lectures

lsqcurvefit_approx-matlab

Fits linear and polynomial models to data using linear least squares and approximates nonlinear models through linearization.

m4-competition-approaches

Project on implementing and comparing accepted approaches of the M4 Competition. The project was carried out as part of the curriculum for the course DI503 - Time Series Analysis and Applications, NKUA, Spring 2023.

machine-learning-coursework

Coursework on Neural Networks for the Μ124 - Machine Learning course, NKUA, Fall 2022.

map-reduce-project

Project on MapReduce for the Μ111 - Big Data Management course, NKUA, Spring 2023.

mdarm

root repo

neural-partitioner

Project on extending a Neural Partitioner for the M149 - Database Systems course, NKUA, Spring 2023.

nvidia-driver-reinstall

A script that solves the error "NVIDIA-SMI has failed because it couldn't communicate with the NVIDIA driver," after a kernel update.

pneumonia-detection

Project on detecting Pneumonia for the M115 - Image Processing and Analysis course, NKUA, Spring 2023

time2vec-pytorch

Reproducing the paper: "Time2Vec: Learning a Vector Representation of Time" - https://arxiv.org/pdf/1907.05321.pdf

transformer-time-series-prediction

proof of concept for a transformer-based time series prediction model