t-ott.dev

Programming, geospatial, data science, natural resources, and other interests. Feel free to get in contact with me!

stormcatchments (Python package)

Stormwater network aware catchment delineation

watershed GIS stormwater hydrology python geopandas networkx pysheds

Jack Syntax Analyzer and Parse Tree Visualizer

Visualize the internals of high-level language compilation by plotting the parse trees of Jack classes with D3.js.

jack compiler syntax analyzer parse tree d3 pyscript

Lorenz Attractors with Plotly.js

Simulating the strange and chaotic Lorenz attractor with a 3D plot.

lorenz attractor javascript plotly

CNN CAPTCHA Solver

Package to crack simple CAPTCHA images with a convolutional neural network (CNN).

computer vision neural network OCR

Animating Normal Distributions with Python

Animating univariate and bivariate normal distributions with the Manim Python library.

python manim normal distribution animation

Earthquakes in Turkey EDA

Diving into an earthquakes dataset with Python. Includes exploratory data analysis (EDA), spatial statistics, spatial clustering, and mapping.

exploratory spatial data analysis clustering