drkostas/Data-Science-Methods

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Created almost 4 years ago
Updated over 3 years ago

drkostas/Data-Science-Methods

drkostas

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A playground repo for the DSE-512 course

Minecraft-AI

A Reinforcement Learning agent that learns how to to solve maze missions in Minecraft.

Youtube-FirstCommentBot

A bot that post the first comment on every new video of specified channels.

drkostas.github.io

VScode Portfolio

3D-Semantic-Segmentation

Semantic Segmentation with Transformers on 3D Medical Images

Jupyter Notebook

drkostas

Insta-Likes-Predict

First attempt on predicting the likes a photo will get on Instagram.

JobApplicationBot

A bot that automatically sends emails to new ads posted in any desired xe.gr search url.

TuneCraft

Effortlessly create personalized Spotify playlists with fresh, undiscovered tracks tailored to your taste, by checking all your liked songs and existing playlists to provide you with truly new music.

SpotiClick

An app that clicks a physical button whenever Spotify starts playing on the target device.

Numpy-CNN

A Vanilla Numpy-only Convolutional Neural Network.

HGN

Hybrid Girvan Newman. Code for the "A Distributed Hybrid Community Detection Methodology for Social Networks" paper.

high-sql

A high-level sql command utility. Currently only MySQL is supported.

Numpy-NeuralNet-1

A Vanilla Numpy-only Feed-Forward Neural Network.

OnDemandMinecraft-Mirrored

An AWS hosted Minecraft server that will only run when players are active. Players can start the server through a simple UI accessed through free Heroku server hosting. Mirrored from the fork: https://github.com/drkostas/OnDemandMinecraft

Pong-Q-Learning

Using Q-learning to beat a Pong game program

Jupyter Notebook

Cross-The-Floor

Uses Sankey Diagrams to visualize politicians that have "crossed the floor" from election to election.

pyemail-sender

A utility for sending emails with attachments. Currently only Gmail is supported.

LSTMs-Training-Demo

EESTech-BigData-Challenge

EESTech Challenge is a brand new competition organized by EESTEC, that has the aim to create opportunities for European students to gain knowledge in the field of EECS and develop a professional network. The technological topic of 2017-2018ths competition was Big Data. This is the code I sumbitted with my team (BFS), which consisted of 3 members in total.

Jupyter Notebook

Machine-Learning-Algorithms

Code for the Machine Learning Course (COSC-522) of the UTK.

Jupyter Notebook

Quantum-Mechanics-Quiz-App

Android app with 10 questions about Quantum Mechanics.

bench-utils

A collection of benchmarking tools.

shooter-game-with-p5js

Simple 2d shooter game written with JavaScript and the p5.js library.

covid19-vaccinations-predict

Simultaneous Time Series Forecasting on the global COVID-19 Daily Vaccinations

Jupyter Notebook

yaml-config-wrapper

A YAML configuration wrapper.

Tensorflow-Training-Demo

Project 3 for the Deep Learning course (COSC 525). Training various networks with Tensorflow.

cloud-filemanager

A high-level filemanager utility for cloud services. Currently only Dropbox is supported.

multi-docker-course

Part of a Docker Course.

python_search_engine

This is a search engine created for the Gutenberg Project archive. It is implemented in python and the front end part is created with the flask framework.

Bayesian-Statistics-Algorithms

Code for the Assignments of the Statistics I Course (MATH-525) of the UTK.

Jupyter Notebook

RL-Value-Iteration

Implementation of value iteration algorithm for calculating an optimal MDP policy.

Jupyter Notebook

termcolor-logger

A logger with text formatting using termcolor.

Scripts

I will be saving here my scripts in various languages for future use and improvements.

multi-kubernetes-course

tda_examples

Exploratory code on topological data analysis