Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

My C++ deep learning framework & other machine learning algorithms

Hands-On Machine Learning with C++, published by Packt

Getting Started with CheriBSD

🤖 𝐃𝐨𝐜𝐤𝐞𝐫 𝐂𝐨𝐦𝐩𝐨𝐬𝐞 image with 𝐔𝐯𝐢𝐜𝐨𝐫𝐧 managed for a simple 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝘍𝘦𝘢𝘵𝘶𝘳𝘦 𝘌𝘯𝘨𝘪𝘯𝘦𝘦𝘳𝘪𝘯𝘨 𝐅𝐚𝐬𝐭𝐀𝐏𝐈 web application in Python 3.6 and above with multiple endpoints.

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

📈Multiple-Criteria Decision Analysis (MCDA) techniques enhanced with Deep Learning Techniques to solve a Securities Selection (Stocks) problem

📶 Python Scripts for the basics of Digital Signal Processing (DSP). Updating on a regular basis.

Algorithmic problems, solutions and a variety of visualizations. Specific examples are provided.

🔬 Python Scripts for applications in Natural Sciences (Physics, Biology, Chemistry). Updating on a regular basis.

💻Knowledge Base Systems (or Semantic Web Systems) Assignments for ECE NTUA

📈Financial Markowitz Portfolio Optimization (Bonds, Stocks, Commodities), including classical Efficient Frontier, Utility Function etc.

🎓 Path to a free self-taught education in Computer Science!

Models, data loaders and abstractions for language processing, powered by PyTorch

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA

🤖 Artificial Intelligence Assignments for ECE NTUA

TID 21

🚗[src] + [personal notes] for the "Self-Driving Car" course on UDEMY

Creation of an online Greek mail dictation system, using Sphinx and personalized acoustic/language model training

Basic concatenative text-to-speech implementation in Python

Open Source Computer Vision Library

Pure Java speech recognition library

Implementation of a content based image classifier using the bag of visual words approach in Python together with Lowe's SIFT and Libsvm.

Lab exercises of Speech and Language Processing course in NTUA

(Project of Subject: Data Science & Web Mining AUEB 2019) Kaggle competition: The case of flight passengers prediction

💸 Price observatory to find the best bargains!

This repository expects to be a place to find code/resources/examples and more, related to the NTUA lambda flow.