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Architectural specific Random Forests

Description:

Fast Random Forest traversal through efficient memory layout - This repository contains the code for our KDD 2018 submission "Tending Your Garden - Realization of Random Forest for Real-Time Evaluation through Tree Framing".

With this software you can compile your favorite RF model to efficient C-Code. Note that a JSOn-Representation of your model is required. The software ships with a JSON exporter for SKLearn. Please follow the link for additional information and the software.

Link:

https://bitbucket.org/sbuschjaeger/arch-forest

Authors:

Buschj├Ąger, Sebastian
Chen, Kuan-Hsun
Chen, Jian Jia
Morik, Katharina

Projects:

SFB876-A1
SFB876-B2