Tilman Krokotsch's repositories
ae_bakeoff
The Great Autoencoder Bake Off
unittest_dl
Example unit tests for deep learning projects.
rul-datasets
A collection of datasets for RUL estimation as Lightning Data Modules.
DomainAdaption_PHM2020
Code and supplementary material for ICPHM2020
self-supervised-ssl
Companion repository for the paper "Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision".
HyperspectralTreeAnalysis
Evaluation of machine learning algorithms on hyperspectral images of forests.
scrape-my-bike
Repository to scrape eBay Kleinanzeigen for bikes
DecisionTreeID3
Reads instances from text files, trains a decision tree and exports it to XML
find-my-bike
Identifying bikes and their components from photos.
ChainerTest
Publishing my experiments with the Chainer framework
find-my-bike-app
Web App for the find-my-bike model
iceberg
Apache Iceberg
InceptionTime
InceptionTime: Finding AlexNet for Time Series Classification
KNearestNeighbor
A k-nearest neighbor classifier
mlflow
Open source platform for the machine learning lifecycle
MMdnn
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
MultimodalPaper
Repository containing a paper about multimodal corpora for the MMK course at the OvGU Magdeburg
NaiveBayes
A Naive Bayes Classifier
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
pytorch_jit_pycon19
A talk about the PyTorch JIT at PyCon Berlin 2019
ThaiLetterRecognition
A small programm to localize and identify Thai text in natural images
WaveNetMusic
A WaveNet implementation to generate music.