Johannes Kiechle's repositories
ClassificationForAdditiveManufacturing
The overall goal of this project is about developing an algorithm using deep learning, which is capable of predicting whether a 3D-model is printable or not.
ExplainingAnatomicalShapeVariability
This work showcases a variational graph autoencoder disentanglement using 3D mesh data.
DistributedDynamicProgrammingOpenMPI
In this project, an asynchronous value iteration using OpenMPI is presented. Different strategies are implemented and benchmarked subsequently.
UnsupervisedAnomalyDetection
This work showcases a holistic approach how to perform anomaly detection for rail traffic data of Finland. Therein, a so-called Isolation Forest is trained in order to detect abnormal data samples.
AnomalyDetection
Anomaly Detection: Nelson Rules for Control Chart - Python implementation
ConsumerProducerModel
This project uses C++ multithreading (producer-consumer model) in order to draw the well known Barnsley fern.
COVID-19_and_CO2
This project aims for investigating the impact of COVID-19 on the climate change using different machine learning / deep learning approaches.
modern-resume-theme
A modern static resume template and theme. Powered by Jekyll and GitHub pages.
Noise-Reduce-Fourier-Transform
Noise reduction in python using spectral gating (speech, bioacoustics, time-domain signals)
Python-Interface-Cpp
Example code for interfacing with C and C++ from Python using Cython, SWIG, CFFI, PyPy, and pybind11