Michael Darmanis's repositories
hyperspectral-image-clustering
Project on hyperspectral-image clustering for the Μ402 - Clustering Algorithms course, NKUA, Fall 2022.
aspect-based-sentiment-analysis
Project on detecting Review-sentiment for the M906 - Programming 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.
dt-readings
Useful reading list during my stay @ Toyota
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.
annotated-transformer
An annotated implementation of the Transformer paper.
arasgungore-CV
My curriculum vitae (CV) written using LaTeX.
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.
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
forex-forecasting
Project on Foreign Exchange Forecasting, for the Μ401 - Deep Neural Networks course, NKUA, Fall 2022.
map-reduce-project
Project on MapReduce for the Μ111 - Big Data Management course, NKUA, Spring 2023.
pneumonia-detection
Project on detecting Pneumonia for the M115 - Image Processing and Analysis course, NKUA, Spring 2023
dithesis
Thesis class for undergraduate theses at the University of Athens
ES-dRNN
Short Term Load Forecasting with ES-dRNN
funding-allocation-analysis
Project on funding-allocation 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
lsqcurvefit_approx-MATLAB
Fits linear and polynomial models to data using linear least squares and approximates nonlinear models through linearization.
machine-learning-coursework
Coursework on Neural Networks for the Μ124 - Machine Learning course, NKUA, Fall 2022.
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.
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