wkirgsn

thermal-nn

Thermal Neural Networks - Learn dynamic thermal networks from data. Application demo on an electric motor.

deep-pmsm

Estimate intrinsic Permanent Magnet Synchronous Motor temperatures with deep recurrent and convolutional neural networks.

mawk-thesis

Masterthesis - Predict a permanent magnet synchronous motor's components' temperature with LSTM/GRU recurrent neural networks using Chainer and particle swarm optimization.

wkirgsn.github.io

WKirgsn Blog

AccountingOCR

Use Tesseract to filter invoice information.

home-credit-competition

Home Credit Kaggle Competition

diss-wk

Code, documentation, and figures for the dissertation of Wilhelm Kirchgässner

351ELEC

Handheld firmware optimized for the Anbernic RG351P/M/V devices.

advent-of-code

Python solutions to the advent of code

DiffEqFlux.jl

Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

DQ-DTC

Demonstration examples of the Deep Q Direct Torque Control algorithm for permanent magnet synchronous motors

instacart_market_basket

magnet-engine

Magnet Engine

mawk-2

Upgraded Version of MAWK

poly-match

Source for the "Making Python 100x faster with less than 100 lines of Rust" blog post

porto-seguro

Safe driver prediction. Foresee whether a driver will file an insurance claim

SciMLBook

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

wkirgsn

Github Profile Readme

zf-tool-lifetime

tool lifetime process control

zillow-price

Zillow's home value prediction (Zestimate)