random-tree-models

Implementation of a random selection of tree based models.

layout

• src/random_tree_models/ -> python implementation of tree algorithms
• tests/ -> unit tests
• nbs/
  • nbs/core -> core jupyter notebooks to play with the tree algorithms
  • nbs/dev -> other jupyter notebooks for other activities
• config/ -> requirements.txt

setup

This project is managed with uv using the maturin backend to compile rust and create python bindings. To develop you'll need the rust toolchain as well.

virtual environment

To install the virtual environment for development run

make install-dev

Now you should be ready to interact with repo, e.g. run the notebooks in nbs/ or execute make test.

After changing rust code it needs to be compiled. This is taken care of with

make update