Konstantinos Kostis

This repository contains the code for the assignment of the course 'Deep Learning' of the MSc Data Science (Part-Time) of Athens University Of Economics and Business

A POS-Tagger using Multi-Layer Perceptron: Programming assignment of the course Text Analytics (MSc Data Science @ AUEB)

A POS-Tagger using Recurrent Neural Nets: Programming assignment of the course Text Analytics (MSc Data Science @ AUEB)

Programming projects of the course Numerical Optimization and Large Scale Linear Algebra (MSc Data Science @ AUEB)

Assignments of the course Practical Data Science (MSc Data Science @ AUEB)

The CS50 final project - FilterMe: An intuitive client-side image processing webpage tool

Programming project of the course Large Scale Data Management (MSc Data Science @ AUEB)

Programming project of the course Machine Learning and Computational Statistics (MSc Data Science @ AUEB)

A small (wannabe) deep-learning framework as an educational attempt

A small content-based recommendations system based on a CSV Netflix dataset

Final Project deliverables (week-10) for the Python For Data Science course of UC San Diego (part of the MicroMasters Data Science degree)

The mini-project of Week 6 of UC San Diego - Python for data science course

A sentiment analysis tool backed by N-Gram Graphs (as part of my internship during 2013)

A set of python exercises regarding calculus for machine learning (as jupyter notebooks)

Projects for the course Artificial-Intelligence (BSc AUEB 2011)

:tropical_fish: Beats - Lightweight shippers for Elasticsearch & Logstash

A general purpose, efficient build server with support for incremental builds and caching.

Various utility functions and datatypes for SQLAlchemy.

This is a simple medical search engine. It's written in java (JSP to be accurate) and relies on Apache's Lucene. This project was created for the Information Retrieval course.

This is a simple web caching protocol that i created for my BSc thesis, 3 years ago.

This is the content i created for a small workshop on Artificial Intelligence and Machine Learning that was organized by Appsterdam Greece and SciFY

JThinkFreedom is a framework for mapping behaviors (detected through any source, from camera to audio, to EEG) to reactions (e.g., from a computer click to... pulling a lever).

Special Zenodo operations branch of Invenio

Zenodo overlay on top of Invenio (a full featured publications & data repository)

A simple Machine Learning framework written in Lua

Invenio digital library software