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random-stuff

Random stuff I've been working on

Here's a storage of useful code I'm sharing at the request of friends and colleagues. Each folder contains a snippet or experiment with a different model or library. A short description of each folder follows:

  1. graphviz_test: a small experiment with graphviz and networkx for drawing graphs.
  2. partial_dependence: experiments with partial dependence packages on a synthetic dataset.
  3. probability_calibration: calibrating the probability of tree-based models with a stacked logistic regression.
  4. bayesian_bootstrap: implementing a smoother version of bootstrap, improving its performance for very small data.