MSc thesis work of Dylan Everingham as part of the Computer Simulations for Science and Engineering (COSSE) joint programme at the Delft University of Technology and Technical University of Berlin, ...
A lightweight deep learning framework built entirely with NumPy. This project implements the core components of modern neural networks including forward propagation, backpropagation, optimizers, ...
The course provide an introduction to the theory behind key machine learning algorithms used in image analysis. Furthermore, selected methods and tools for deep learning are described.
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