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1. taskmonkee taskmonkee Public

   A Python/GTK ToDo list for Linux, which shows todays tasks and gives you a peek on upcoming stuff.

   Python 3 1

2. CMA-ES CMA-ES Public

   Implementing the global optimization algorithm Covariance Matrix Adaption - Evolutionary Strategy (CMA-ES)

   Jupyter Notebook 2

3. bias-variance-decomposition bias-variance-decomposition Public

   Deriving the three types of error that contibute to a wrong prediction

   Jupyter Notebook 1

4. kernel-density-estimate kernel-density-estimate Public

   Identify outliers by using a kernel density estimation (1d and 2d example)

   Jupyter Notebook 1

5. out-of-distribution-model-behaviour out-of-distribution-model-behaviour Public

   Just visualizing for a couple of models what they predict ot of their learned distribution

   Jupyter Notebook

6. PCA-Abalone PCA-Abalone Public

   The Abalone dataset has a lot of highly correlated features. Well suited for showing how PCA works.

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