Philipp Kortmann's Projects
Web simulation (html + js + css): PID-control for adaptive cruise control for academic teaching
Collection of Jupyter notebooks explaining machine learning domain adaption
This python skript crawls a full DokuWiki and downloads all markup-text-files consistent to the page structure given by the wiki.
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Remote Roboter on ESP32 with MQTT
Code Examples for the Talk "Transfer learning and domain adaptation of AI models." on the M3 Conference 2022 in Karlsruhe, GER.
A python module for real time (and also retrospective) pitch monitoring of musical audio data (mono signal) to give the musician optical feedback about his/her (drift of) tuning while performing / rehearsal.
scikit-learn: machine learning in Python
A unified framework for machine learning with time series
List of time seres augmentation methods.
Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments
This Repro contains code from the conference paper: "Autoencoder-based Feature Extraction from Heterogeneous Multivariate Time Series Data of Mechatronic Systems". VDI-Mechatronik-Tagung 2021 (under Review)