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ELM-Auto-Encoder
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README.md
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ELM-Auto-Encoder
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# ELM-Auto-Encoder To run multi-layer ELM You have to download MNIST dataset from http://yann.lecun.com/exdb/mnist/ Follow the instructions in website to extract MNIST. and place it in a folder called "mnist" Run the code using the following command [TrainingTime, TestingTime, TrainingAccuracy, TestingAccuracy] = MELM_MNIST25(0, 0, 3, [700,15000], [1e-1,1e4,1e8],0.05, [0.7,1], [0.8,0.9]) Or [TrainingTime, TestingTime, TrainingAccuracy, TestingAccuracy] = MELM_MNIST25(0, 0, 3, [700,15000], [1e-1,1e3,1e8],0.05, [0.7,6], [0.8,4]) or small memory require [TrainingTime, TestingTime, TrainingAccuracy, TestingAccuracy] = MELM_MNIST25(0, 0, 3, [700,1500], [1e-1,1e4,1e8],0.05, [0.7,1], [0.8,0.9]) todo: implement python version；sequence input。
