Patrick Weygoldt
PhD student at the Neuroethology
Group @UniTue.
Interested in Data Science & Quantitative Behavior of electric fish.
Recent
Bayesian Inference from Scratch with the MH-Algorithm in Python
Get an intuitive understanding of Bayesian inference by sampling the posterior ‘by hand’.
How I Write Articles Using Plain Python Files
Turn your Python code into Markdown with ease
A collection of data visualizations
A gallery of recent data visualizations, from simple plots to conference posters and even a video.
Pretty pictures with angular random walks
Let’s see how basic random walks can be extended a bit to create interesting visuals.
Chirp detector
Electric fish produce fast frequency sweeps to communicate, called chirps. Here, I detected these chirps with a CNN-classifier on spectrograms that was trained on data I simulated.
Labeling images with Label Studio
A guide on how to set up Label Studio to correct pre-annotated images of a YOLO dataset locally.
Exploring Electric Fish in the Rainforest of Brazil
A small report on a field trip to the Amazonian Rainforest in Amapa, Brazil in 2023
My data science tools in 2023
A collection of libaries and tools that I use to analyze data with Python in 2023.
PlatformIO: Hardware dev from the command line
An introduction to PlatformIO, a tool that makes software development for microcontrollers easier.
Colorblind direction cells
Some neurons in thet zebrafish brain respond to movement direction. We recorded and analyzed the activity of these neurons and showed, that these cells probably rely on luminance alone to perceive motion.