Korbinian Koch's Projects
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.
Extension of the Dreamer reinforcement learning agent to goal-conditioned robotic environments.
Config files for my GitHub profile.
My personal website
FFCV: Fast Forward Computer Vision (and other ML workloads!)
matplotlib: plotting with Python
Snapping back at hate speech with automated content moderation for memes, speech, and text.
NeuralProphet: A simple forecasting package
A collection of demos and utilities prepared ahead of the Vector Institute Privacy Enhancing Techniques (PETs) Bootcamp.
A small project on predicting drought scores from meteorological data using random convolutional kernels.
This repository belongs to my Bachelor's thesis on predicting voice likability from pre-trained speech embeddings.
My submission for the it-talents.de big data competition
TensorHue is a Python library that allows you to visualize tensors right in your console, making understanding and debugging tensor contents easier.
🍷 Scraps data from Vivino and collects outstanding wine-based meta-data.