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.