Jonas Scholz's repositories
nostale-market-scanner
Market scanner tool that checks prices for items and maintains a database of price developments.
msci-project
Master's project: What makes conversations interesting, a NLP approach. We are looking at the structure of conversation under 2 different lenses: as a macroscopic trajectory through a topic space (built from the components of word embeddings) and as a string of microscopic dialogue acts.
boomer-humour-exhumer
A PyTorch Image classifier that detects boomer humour.
Complexity
University Project, part of the Complexity and Networks Course 2020
do-my-taxes
Does my taxes
hearing-images
Allowing visually impaired users to hear images live as they are recorded by transforming greyscale image data into sounds by mapping brightness → amplitude, pixels(x, y) → frequency (using pseudo-Hilbert-curves and Fourier transformations for 2D → 1D mapping)
networks-project
Implementation of the networks project in 3rd year complexity and networks. This project is part of my university work.
travel-time
Input any number of locations in London via postcode, and it colours a map of london by how long it takes to get there via public transport from all locations.
particle-simulation
This is an efficient O(n) simulation of n particles in a 3D box. I have built my own little ascii-console animation to show the particles!
raytracer
A basic rust CPU raytracer
cart-pole-rl
Using Q-learning on a discretised version of the cart pole problem as a basic reinforcement learning implementation. In the second rendition, I will use a NN to predict Q-values on the continuous state-space (deep reinforcement learning).
currency-list
:moneybag: List of all currencies with names and ISO 4217 codes in all languages and all data formats.
data-science-textbook
My implementation of the data science methods outlined in "Introduction to Data Science" by Laura Igual and Santi Segui
emojify
Turn any comment into an emoji-pasta through the power of AI.
forward-forward
An implementation of the paper "The Forward-Forward Algorithm: Some Preliminary Investigations" by Geoffrey Hinton
miscellaneous
Little bits of code that aren't worth their own repo!
msci-thesis-latex
The raw .tex files of my MSci thesis.
networks_project_rust
This is a repetition of my Network's project (which I wrote in C++) but this time written in Rust. It implements a growing network with uniform probability distribution for new node connections as well as a growing network with a probability kernel proportional to the number of neighbours each vertex has (k).
neuralprocesses
A framework for composing Neural Processes in Python
nostale-auto-leveler
Python based program that automates the leveling process
whatsapp-analysis
Python tool to show messages over time in whatsapp
Y1Project
AI learns to play snake
yew
Rust / Wasm framework for building client web apps