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adversarials

A project that I once did on adversarial examples for neural networks

algorithmengineering

Algorithm Engineering — Übungsprojekt

amazing_maze

Amazing maze game

ann_memo

Some experiments on the ability of ANNs to memorize data instead of "learning" it

asparagus

Classifying images of asparagus with Machine Learning methods

bigdatachallenge

the code I wrote taking part in the 2019 Bremen Big Data Challenge

evolving_tms

garbage_dump

This is where I dump stuff that does not belong to proper projects but is too useful to actually delete it.

generalisation-humans-dnns

Data, code & materials from the paper "Generalisation in humans and deep neural networks" (NeurIPS 2018)

generalizer

Using autoencoders to force ANNs to generalize.

lavis

LAVIS - A One-stop Library for Language-Vision Intelligence

lucent

Lucid library adapted for PyTorch

model-vs-human

Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)

neurodynamics

Homework submissions for the 2021 Neurodynamics Lecture at Uni Osnabrück

open_clip

An open source implementation of CLIP.

openinghoursparser

Parser for string values according to the OSM opening hours specification

planar_separators

Master's Thesis: Benchmarking various planar separator algorithms

playground

Play with neural networks!

polyron

Neurons for ANNs with polynomial activation functions

ppgn

Code for paper "Plug and Play Generative Networks"

really

Your Reinforcement Learning Ally

rnn_memory

Repository for my bachelor's thesis, contains code for experiments on memory in Recurrent Neural Networks.

rnn_memory_tf_1.4

Code for thesis, but for TensorFlow 1.4

sudokubot

Building a telegram bot that solves sudokus

telegram_chatbot

A telegram chatbot, trained on your own chat data

terminatorbot

A bot that deletes SonarQube projects

videos

Code for the manim-generated scenes used in 3blue1brown videos

vit-visualization

Feature Visualizations for Vision Transformers