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Hi there 👋

My name is David. I am a scientist and software engineer. I currently work at the Fraunhofer HHI on federated learning and recommender systems. I am interested in distributed deep learning, neural network compression, and explainability.

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David Neumann's Projects

axiom-os icon axiom-os

Axiom is an experimental project, which explores the inner workings of operating systems as well as the intricacies of the IA32 and possibly the AMD64 architectures.

command-line-parser icon command-line-parser

A simple and light-weight parser for command line arguments, which makes it possible to access parameters from the command line via well-defined .NET data structures.

deepl-dotnet icon deepl-dotnet

A unofficial, fully-featured .NET client for the DeepL translation service.

durandal-culture-service icon durandal-culture-service

A simple library written in TypeScript for detecting culture specific routes as well as localization support in Durandal.

durandal-globalization icon durandal-globalization

A simple globalization library written in TypeScript. It supports numerical, date, and time processing based on different cultures.

durandal-globalization-binding-handlers icon durandal-globalization-binding-handlers

Knockout binding handlers for date and numerical objects of the globalization library written in TypeScript. It supports binding dates and numerics to text inputs based on different cultures.

durandal-storage-service icon durandal-storage-service

A simple storage library written in TypeScript that can be used to access local storage, session storage, and non-persistant storage in a simple manner.

gphoto2-dotnet icon gphoto2-dotnet

gPhoto2.NET is an easy-to-use .NET wrapper for the popular gPhoto2. It can be used to easily interface with DSLRs or other types of cameras from a .NET application. gPhoto2.NET was developed using Mono on Linux and was specifically made for the use on Raspberry Pi.

ioc-abstractions icon ioc-abstractions

Represents an abstraction layer for multiple IoC containers. Using the abstractions, applications can use an inversion of control container for dependency injection, without directly seeing the underlying API. This makes it very easy to switch between different IoC implementations.

mvvm-framework icon mvvm-framework

The MVVM Framework is a compact and simple, yet powerful implementation of the MVVM pattern. It provides a strong model for managing the application lifecycle and the navigation. It is available in two flavors, one for WPF and one for the Windows universal app platform (UWP). They both have a similar API surface, which still acknowledges the differences between the platforms.

ninegag-dotnet icon ninegag-dotnet

9GAG.NET is a simple, lightweight, and portable library for accessing 9GAG from .NET.

opencl-dotnet icon opencl-dotnet

This is an OpenCL wrapper for .NET Core, which implements the .NET Standard Profile and therefore should run cross-platform on Linux, macOS, and Windows, as well as on many different .NET implementations, such as .NET Core, Mono, .NET Framework, and Xamarin.

pydoclint icon pydoclint

A Python docstring linter that checks arguments, returns, yields, and raises sections

pytorch-lottery-ticket-hypothesis icon pytorch-lottery-ticket-hypothesis

A PyTorch implementation of the Lottery Ticket algorithm introduced by Frankle et al. in "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" and enhanced by Zhou et al. in "Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask".

reactive-database-context icon reactive-database-context

A simple and light-weight wrapper around Entity Framework's DbContext, which makes it possible to react to changes using the Reactive Extensions.

simple-ioc icon simple-ioc

A simple and light-weight inversion of control container, which makes it possible to define dependencies declaratively in code, rather than in configuration files.

xaml-reporting icon xaml-reporting

The XAML Reporting engine is a tool, which offers reporting tools based on XAML and has the functionality to export to XPS, XLS(X), CSV and PDF.

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