This package provides a base class and tools for implementing a Bayes Histogram Filter. Users would need to implement the histogram.predict(...) and histogram.update(...) methods.

This code was inspired by this code.

Run the following commands to install this package. Note: This package was developed using Python 3.8.

# Install the dependencies. pip install numpy==1.24.4 # Install this package. mkdir -p ~/repos && cd ~/repos \ && git clone https://github.com/troiwill/py-histogram-filter.git \ && cd py-histogram-filter \ && python -m build \ && pip install dist/*.whl 

There are a set of test scripts in the tests directory. Run them to ensure that the package works (according to the tests available).

python -m unittest discover tests 

If anything is broken (one or more tests fail), please submit a GitHub Issue.

Please submit a GitHub Issue if you have any questions, concerns, or suggestions regarding this package.