Spyros Rigas's Projects
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
A repository with extensive guides on how to use Azure's Multivariate Time-Series Anomaly Detector service.
A simple educational exercise on Bayesian inference.
Repository for exploratory data analysis on Covid-19 data using PySpark.
Spatial and time-series analysis of covid-19 vaccinations throughout the world.
A public repository containing the Case Western Reserve University's Bearing Dataset corrected and cleaned, in .npz format.
Sample code for anomaly detection through generation and publication of a Docker image.
A repository containing educational content (mainly Jupyter notebooks).
Final Assignments personalized Notebooks for IBM's courses which are part of its Data Science Professional Certificate programme.
A comparative analysis between Convolutional Neural Networks and Support Vector Machines for image classification.
A dockerized "full-stack" implementation of the IMV-LSTM neural network, served on a Streamlit UI based on FastAPI.
A JAX-based implementation of Kolmogorov-Arnold Networks
MLflow version of MTAD-GAT
PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).
Python code for data cleaning and analysis of New York's Stock Exchange from 1960 to 2017.
Repository with notebooks about Physics Informed Neural Networks, written in JAX + Flax.
Repository containing Databricks notebooks for the training of a PyTorch model on Spark's distributed environment using the SparkTorch library.
Simple python scripts that parse the contents of a Repo to be used with an LLM for code generation
FORTRAN code to calculate the configuration-space Green function of a superconducting fermi liquid with spin-orbit coupling.
A short python file showcasing how a speech-to-speech chatbot can be generated with only a few lines of code and an OpenAI API key.
FORTRAN Code to simulate the effects of impurities embedded in or adsorbed on superconducting hosts.
Repo for holding files temporarily
A repo containing code for TSC (topological superconductivity) simulations.