mowaida / DecisionTrees

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DecisionTrees

This operator implements the inference over decision tree ensembles generated by XGBoost[1].

Referenced Articles

[1] Tianqi Chen and Carlos Guestrin. XGBoost: A Scalable Tree Boosting System. In 22nd SIGKDD Conference on Knowledge Discovery and Data Mining, 2016.

[2] Muhsen Owaida, Hantian Zhang, Ce Zhang, Gustavo Alonso. Scalable inference of decision tree ensembles: Flexible design for CPU-FPGA platforms. In FPL 2017.

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License:GNU General Public License v3.0


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Language:SystemVerilog 78.2%Language:Verilog 21.8%