model_api

C++ library for wrapping Python3 predictive models (e.g based in scikit-learn or tensorflow). The code in this repo. is part of the implementation of a light stream processing application to analyze system's logs (some kind of HIDS) that is currently in development.

System requirements

• OS Used in development: Ubuntu 18.04
• Additional system information: Linux 4.18.0-21-generic #22~18.04.1-Ubuntu SMP Thu May 16 15:07:19 UTC 2019 x86_64 x86_64 x86_64 GNU/Linux
• External dependencies: Boost.Python, Boost.Python (Numpy) and pip3

    $ sudo apt-get install -y libboost-python-dev libboost-numpy-dev python3-pip python3-venv

Usage

    $ make
    $ sudo make install

For testing predictive model induced with scikit-learn's K-NN

    $ make example EXAMPLE=0
    $ source src/module_1/bin/activate
    $ ./example.bin 0
    $ deactivate

For testing predictive model induced with tensorflow's K-NN

    $ make example EXAMPLE=1
    $ source src/module_2/bin/activate
    $ ./example.bin 1
    $ deactivate

API documentation

Please refer to this page.

Pending:

1. Make it cross-platform
2. Unit tests