Nick Bazotis's starred repositories

GMVAE

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

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tensorflow-deep-learning

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

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artificial_intelligence

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

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Hands-On-Machine-Learning-with-CPP

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

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cheribsd-getting-started

Getting Started with CheriBSD

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ml-feature-engineering-fastapi-docker

🤖 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.

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Deep-Learning-In-Production

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

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NTUA-Multi-Criteria-Decision-Analysis

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

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Python-Digital-Signal-Processing-Basics

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

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corona_tscs

This is the data repository of the CoronaNet project on government responses to the COVID-19 pandemic and the data/code repository for the paper "A Retrospective Bayesian Model for Measuring Covariate Effects on Observed COVID-19 Test and Case Counts".

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Python-Graph-Algorithmic-Problems-Visualizations

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

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Python-Computational-Natural-Sciences

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

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NTUA-Knowledge-Base-Systems

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

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agora

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

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computer-science

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

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text

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

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pattern_classification

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

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NTUA-slp-nlp

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

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NTUA-ai-artificial-intelligence

🤖 Artificial Intelligence Assignments for ECE NTUA

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UDEMY-self-driving-car

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

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gsoc2019-sphinx

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

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synth-me

Basic concatenative text-to-speech implementation in Python

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opencv

Open Source Computer Vision Library

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sphinx4

Pure Java speech recognition library

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Minimal-Bag-of-Visual-Words-Image-Classifier

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

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slp-ntua

Lab exercises of Speech and Language Processing course in NTUA

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Multi-class-Classification-with-Neural-Networks

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

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ntua-softeng

:money_with_wings: Price observatory to find the best bargains!

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