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Kevin Trebing's Projects

acml icon acml

Assignments of the Course Advanced Concepts of Machine Learning

ars icon ars

Assignments of the course Autonomous Robotic Systems

ba-esn icon ba-esn

My bachelor-thesis about Echo State Networks.

cc-tv icon cc-tv

City Comparison - Totally Virtual! Using a Flask application and an the openstreetmap database.

fscrawler icon fscrawler

Elasticsearch File System Crawler (FS Crawler)

gpt-2 icon gpt-2

My adaptation of the code for the paper "Language Models are Unsupervised Multitask Learners"

kdm-manager icon kdm-manager

An interactive campaign manager for the game "Monster", by Kingdom Death. Development blog and release notes at https://blog.kdm-manager.com This project has no affiliation with Kingdom Death and is a totally independent, fan-maintained project.

multidim_conv icon multidim_conv

PyTorch code for the Paper "Wind speed prediction using multidimensional convolutional neuralnetworks"

omega icon omega

A game on a hexagonal grid and an AI that uses different enhancements to play it for the course "Intelligent Search and Games" at Maastricht University in 2018. Although the AI loses against a Human it was able to beat all other AIs of my colleagues.

predrnn-pytorch icon predrnn-pytorch

Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.

pytorch-unet icon pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

rusty_gif icon rusty_gif

Create a gif by simply giving a folder- and output path

sharpflow icon sharpflow

Script for analysing on real time the sensor data

smaat-unet icon smaat-unet

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"

storytelling_gpt2 icon storytelling_gpt2

A collection of PyTorch implementations of GPT-2 to generate stories interactively or autonomously done during my Internship at the University College Dublin in the Computational Creativity Group

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