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1. HYPERBANDstudy HYPERBANDstudy Public

   Study of the HYPERBAND hyperparameter tuning algorithm in comparison to classical tuning methods. HYPERBAND is a bandit-based approach to hyperparameter optimization (see Li et al. 2016).

   Jupyter Notebook

2. NetSim NetSim Public

   Distributed Memory Event-Driven Simulation of an Integrate and Fire Neural Network using Open MPI.

   C++

3. SARSAneuralnet SARSAneuralnet Public

   SARSA based neural network that solves the mountain car problem

   Python

4. HiggsBosonDetection HiggsBosonDetection Public

   Machine learning competition on original CERN data for binary classification of Higgs boson detection

   Jupyter Notebook

5. e-duraECoG e-duraECoG Public

   Functionality analysis of the e-dura flexible micro-ECoG implant for brain-computer interfaces.

   MATLAB

6. KohonenMNIST KohonenMNIST Public

   Application of Kohonen map algorithm on a hand written digit image dataset

   MATLAB