ExtremeLearning.jl

Basic ELM package for the Julia language
Author gbaraldi
Popularity
5 Stars
Updated Last
1 Year Ago
Started In
February 2021

ExtremeLearning

Dev Build Status codecov

Extreme Learning Machines(ELMs) [1] are a kind of neural network that differently from traditional networks, which train their hidden neurons, only train the final output weights. This means that instead of using techniques such as gradient descent, you can use a least-squares method to minimize error.

Installation

] add ExtremeLearning

References

[1] G.-B. Huang, Q.-Y. Zhu, and C.-K. Siew, "Extreme Learning Machine: A New Learning Scheme of Feedforward Neural Networks", Proc. Int. Joint Conf. Neural Networks (IJCNN2004), vol. 2, IEEE, 2004, pp. 985-990.

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