scikit-ika

A real-time adaptive predictive system for evolving data streams. Learn More

Requirements

Make sure the following dependencies are installed:

• Python ≥ 3.6

• C++ toolchain supporting C++14 (g++ 7+, CMake)

Installing

From PyPI

pip install scikit-ika

From source

git clone https://github.com/scikit-ika/scikit-ika.git --recursive
pip install ./scikit-ika

Note

scikit-ika is still in its infancy. The APIs are unstable and the documentation is scarse.

Guides on usages and parameter tunning are on its way. Meanwhile, please feel free to raise issues or email us if you have any questions.

Acknowledgement

This project is inspired by and has dependencies on the following projects:

• scikit-multiflow
• streamDM in C++