Work in progress

Inverted pendulum using learning

The inverted pendulum problem from OpenAI Gym is solved using a simple network that learns the relevant derivatives using positional data. The inferred deriv...

Manual implementation of a network

Implementation of a one-layer neural network that solves the XOR task using only numpy, roughly following this excellent blogpost by Andrej Karpathy. Shared ...

Mnist visual attention

An attempt to implement the recurrent attention model (RAM) from “Recurrent Models of Visual Attention” (Mnih+ 2014) in collaboration with ppries.