This is the Linux app named EvoTrees.jl whose latest release can be downloaded as v0.17.4sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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EvoTrees.jl
DESCRIPTION
A Julia implementation of boosted trees with CPU and GPU support. Efficient histogram-based algorithms with support for multiple loss functions, including various regressions, multi-classification and Gaussian max likelihood.
Features
- Data consists of randomly generated Matrix{Float64}
- Training is performed on 200 iterations
- Model training is performed using fit_evotree
- It supports additional keyword arguments to track evaluation metric and perform early stopping
- When using a DataFrames as input, features with elements types Real (incl. Bool) and Categorical are automatically recognized as input features
- Returns the normalized gain by feature
Programming Language
Julia
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/evotrees-jl.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
