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followers: 24.0 following: 22.0 repos: 25.0 gists: 0.0

Name: Spyros Rigas

Type: User

Company: SeaQuest Marine Technologies

Bio: Data Engineering & ML @ SeaQuest Marine Technologies

Location: Athens, Greece

Blog: https://srigas.net

Hello, world!

#!/usr/bin/python

class SpyrosR:
    def __init__(self):
        self.name = "Spyros Rigas"
        self.role = "Data & ML Engineer"

    def hello_world(self):
        print("➡ Physicist, Theoretical Physics MSc (NKUA) and Data Science & Machine Learning MSc (NTUA)")
        print("➡ Working as a Data & ML Engineer @ SeaQuest Marine Technologies.")
        print("➡ Pursuing a PhD in Physics-Informed Deep Learning for Scientific Computing.")

me = SpyrosR()
me.hello_world()

Spyros Rigas's Projects

awesome-kan

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.

azure_mvad_guides

A repository with extensive guides on how to use Azure's Multivariate Time-Series Anomaly Detector service.

bayesian_inference

A simple educational exercise on Bayesian inference.

covid-19_pyspark_eda

Repository for exploratory data analysis on Covid-19 data using PySpark.

covid-19_vaccinations

Spatial and time-series analysis of covid-19 vaccinations throughout the world.

cwru_bearing_numpy

A public repository containing the Case Western Reserve University's Bearing Dataset corrected and cleaned, in .npz format.

docker_anomaly_detection

Sample code for anomaly detection through generation and publication of a Docker image.

educational

A repository containing educational content (mainly Jupyter notebooks).

ibm_data_science_certificate

Final Assignments personalized Notebooks for IBM's courses which are part of its Data Science Professional Certificate programme.

image_classification_with_cnns_and_svms

A comparative analysis between Convolutional Neural Networks and Support Vector Machines for image classification.

imv-lstm_fastapi-streamlit_implementation

A dockerized "full-stack" implementation of the IMV-LSTM neural network, served on a Streamlit UI based on FastAPI.

jaxkan

A JAX-based implementation of Kolmogorov-Arnold Networks

mtad-gat-mlflow

MLflow version of MTAD-GAT

mtad-gat-pytorch

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).

new_york_stock_analysis

Python code for data cleaning and analysis of New York's Stock Exchange from 1960 to 2017.

pinns

Repository with notebooks about Physics Informed Neural Networks, written in JAX + Flax.

pytorch_on_spark

Repository containing Databricks notebooks for the training of a PyTorch model on Spark's distributed environment using the SparkTorch library.

repos_parser

Simple python scripts that parse the contents of a Repo to be used with an LLM for code generation

scfermiliquidsoc

FORTRAN code to calculate the configuration-space Green function of a superconducting fermi liquid with spin-orbit coupling.

speech-to-speech_gpt

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.

srigas

tbcode

FORTRAN Code to simulate the effects of impurities embedded in or adsorbed on superconducting hosts.

srigas Goto Github PK

Hello, world!

Spyros Rigas's Projects

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