A Python implementation OS-ELM with CNNs or RNNs on some datasets.
- keras
- python >= 3.6
I have applied fnnmos-elm to many datasets, all of which have achieved good results. These datasets include iris, IMDB, cifar-10, cifar-100, MNIST and Boston. You can find the corresponding code in the corresponding directory.
In addition, fnnmos-elm needs to have a good pre-trained model, and I recommend that you use it as an optimizer, for the reasons that can refer to my paper.
If you use any part of this code in your research, please cite our paper:
@article{article,
author = {Li X, He S, Yu J, Wu L, Yue Z},
title = {FnnmOS-ELM: A Flexible Neural Network Mixed Online Sequential Elm},
journal = {Applied Sciences},
}