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ae_bakeoff

The Great Autoencoder Bake Off

chainertest

Publishing my experiments with the Chainer framework

composing-datasets

decisiontreeid3

Reads instances from text files, trains a decision tree and exports it to XML

domainadaption_phm2020

Code and supplementary material for ICPHM2020

find-my-bike

Identifying bikes and their components from photos.

find-my-bike-app

Web App for the find-my-bike model

fuzzysets

Repository for the exercises of Fussy Systems course

hyperspectraltreeanalysis

Evaluation of machine learning algorithms on hyperspectral images of forests.

iceberg

Apache Iceberg

inceptiontime

InceptionTime: Finding AlexNet for Time Series Classification

klay

Clean network declarations for DL4J in Kotlin

knearestneighbor

A k-nearest neighbor classifier

liftsapp

An Android app for the 5/3/1 routine.

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

rul-adapt

A collection of unsupervised domain adaption algorithms for RUL estimation.

rul-datasets

A collection of datasets for RUL estimation as Lightning Data Modules.

sagan

TensorFlow implementation of Self Attention GAN

scrape-my-bike

Repository to scrape eBay Kleinanzeigen for bikes

self-supervised-ssl

Companion repository for the paper "Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision".

thailetterrecognition

A small programm to localize and identify Thai text in natural images

unittest_dl

Example unit tests for deep learning projects.

wavenetmusic

A WaveNet implementation to generate music.