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1. Learning-geometric-phase-field-representations Learning-geometric-phase-field-representations Public

   Implementation of two phase field approaches for the surface reconstruction problem. One based of the Modica-Mortola theorem and the other based on Ambrosio-Tortorelli | Master Thesis

   Python 4

2. Fourier-Motzkin Fourier-Motzkin Public

   Implementation of the Fourier-Motzkin algorithm in C++. Fourier–Motzkin elimination is a algorithm for eliminating variables from a system of linear inequalities. In practice it is used e.g. for de…

   C++

3. Function-approximator-with-pytorch Function-approximator-with-pytorch Public

   Given any function, the network learns to classify, which points are below the graph of the function and which are above. Implemented in PyTorch

   Python

4. Signatur-von-Pfaden Signatur-von-Pfaden Public

   Python Programm, dass gezeichnete Zahlen von 0-9 mit Hilfe der Signatur von Pfaden erkennen soll | Bachelorarbeit

   Python 1

5. MLP MLP Public

   Build MLP from scratch only using Numpy. Able to perform simple supervised learning problems in any dimension and with variable layer configurations. It can also be used for Auto-Encoder problems.

   Python 1

6. Deep-Minimizing-Movement-Scheme Deep-Minimizing-Movement-Scheme Public

   Neural Networks tend to overfit. One way to overcome this problem is by considering a sequence of optimization problems, where we modify the loss function so that we minimize the distance to the pr…

   Python 2