srigas
Data Engineering & ML @ SeaQuest Marine Technologies
SeaQuest Marine TechnologiesAthens, Greece
Pinned Repositories
Covid-19_Vaccinations
Spatial and time-series analysis of covid-19 vaccinations throughout the world.
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
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.
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.
tbcode
FORTRAN Code to simulate the effects of impurities embedded in or adsorbed on superconducting hosts.
srigas's Repositories
srigas/jaxKAN
A JAX-based implementation of Kolmogorov-Arnold Networks
srigas/IMV-LSTM_FastAPI-Streamlit_Implementation
A dockerized "full-stack" implementation of the IMV-LSTM neural network, served on a Streamlit UI based on FastAPI.
srigas/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/PyTorch_on_Spark
Repository containing Databricks notebooks for the training of a PyTorch model on Spark's distributed environment using the SparkTorch library.
srigas/Image_Classification_with_CNNs_and_SVMs
A comparative analysis between Convolutional Neural Networks and Support Vector Machines for image classification.
srigas/MTAD-GAT-mlflow
MLflow version of MTAD-GAT
srigas/New_York_Stock_Analysis
Python code for data cleaning and analysis of New York's Stock Exchange from 1960 to 2017.
srigas/PINNs
Repository with notebooks about Physics Informed Neural Networks, written in JAX + Flax.
srigas/tbcode
FORTRAN Code to simulate the effects of impurities embedded in or adsorbed on superconducting hosts.
srigas/Bayesian_Inference
A simple educational exercise on Bayesian inference.
srigas/Covid-19_PySpark_EDA
Repository for exploratory data analysis on Covid-19 data using PySpark.
srigas/Covid-19_Vaccinations
Spatial and time-series analysis of covid-19 vaccinations throughout the world.
srigas/Docker_Anomaly_Detection
Sample code for anomaly detection through generation and publication of a Docker image.
srigas/Educational
A repository containing educational content (mainly Jupyter notebooks).
srigas/IBM_Data_Science_Certificate
Final Assignments personalized Notebooks for IBM's courses which are part of its Data Science Professional Certificate programme.
srigas/SCFermiLiquidSOC
FORTRAN code to calculate the configuration-space Green function of a superconducting fermi liquid with spin-orbit coupling.
srigas/topological_superconductivity
A repo containing code for TSC (topological superconductivity) simulations.
srigas/web
srigas/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.
srigas/Azure_MVAD_Guides
A repository with extensive guides on how to use Azure's Multivariate Time-Series Anomaly Detector service.
srigas/CWRU_Bearing_NumPy
A public repository containing the Case Western Reserve University's Bearing Dataset corrected and cleaned, in .npz format.
srigas/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).
srigas/pykan
Kolmogorov Arnold Networks
srigas/Repos_Parser
Simple python scripts that parse the contents of a Repo to be used with an LLM for code generation
srigas/srigas
srigas/temp_rep
Repo for holding files temporarily