Coding

python
Bayesian Spiking Neural Networks

Implementation of the paper Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints by Habenschuss et al.

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python
EmoMatch

Unsupervised Audio + Video Network Pretraining using PyTorch based on the correlation between audio and video signal.

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C++, OpenGL
Lidar Viewer

Point cloud viewer with surface reconstruction for LIDAR data using OpenGL.

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python
Keras Utility & Layer Collection

Collection of custom layers for Keras which are missing in the main framework. These layers might be useful to reproduce current state-of-the-art deep learning papers using Keras.

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python
Data Viewer

Utility tool to inspect various data formats to verify data integrity in machine learning.

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C++, C#
NNCreator

GUI to create network graphs for the CNTK framework, which afterwards can be trained and evaluated in C++.

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C#
Volume Mixer Plus

Improves the default Windows Volume Mixer to allows one to change the default playback device by using shortcuts.

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C#
FTPnet

Implementation of a FTP client in .NET 3.5 for desktop and portable applications.

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