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dclambert/Python-ELM
ValueError: output_type='binary' , but y.shape = (30, 3)

Hello, I m using your implementation of ELMClassifier to run some experiments. I see it was implemented following sklearn coding interface, so i was trying to run your algorithm through a dataset and ...
  • henrique-voni
  • Opened 
    on Sep 15, 2020
  • #21

dclambert/Python-ELM
citation missing?

The README says that the centers and radius are taken as follows: centers are taken uniformly from the bounding hyperrectangle of the inputs, and radius = max(||x-c||)/sqrt(n_centers*2) but citation ...
  • javiribera
  • 2
  • Opened 
    on Jul 24, 2019
  • #19

dclambert/Python-ELM
GPU implementation?

Is anyone aware of any GPU implementation of ELM? This package is based on scikit-learn, so it will probably never support GPU. I am looking for a way to speed up the computation.
  • javiribera
  • Opened 
    on Jul 22, 2019
  • #18

dclambert/Python-ELM
I use ELMclassifier on MNIST, accuracy is 0.0

from elm import ELMClassifier import tensorflow as tf from tensorflow.examples.tutorials.mnist import input_data mnist = input_data.read_data_sets( MNIST_data , one_hot=True) train = mnist.train.next_batch(100) ...
  • namedysx
  • 1
  • Opened 
    on Sep 23, 2018
  • #14

dclambert/Python-ELM
TypeError: unsupported operand type(s) for -: 'map' and 'map'

elmc.fit(x_train,y_train) Traceback (most recent call last): File stdin , line 1, in module File /home/analytics/anaconda3/lib/python3.6/site-packages/sklearn_extensions/extreme_learning_machines/elm.py ...
  • harshinielath
  • 1
  • Opened 
    on Jan 30, 2018
  • #13

dclambert/Python-ELM
Can it learn the NRBF also? how?

Hi, I have read the classifiers code. In the top of the code it is commented that it can learn different kernels. How about Normalized Radial Basis Function? Any example of code?
  • roviury
  • Opened 
    on Jan 22, 2018
  • #12

dclambert/Python-ELM
How to use it ?

Please tell me how can i use it for my datasets. what steps are require to implement it.
  • IITtense
  • 2
  • Opened 
    on Oct 2, 2016
  • #5

dclambert/Python-ELM
Predicting probabilities instead of classes

Hi I recently needed to predict the class probabilities instead of the class labels. So I wrote a predict_proba() method, sticking to the convention used in other scikit classifiers. I added the following ...
  • srimalj
  • 3
  • Opened 
    on Mar 11, 2016
  • #4

dclambert/Python-ELM
Missing function atleast2d_or_csr() - scikit-learn 0.17.0

Hi Thanks for the code. The function atleast2d_or_csr() used in random_layer.py does not seem to be available any more with the new scikit-learn 0.17.0 I managed to work around this temporarily by defining ...
  • srimalj
  • 4
  • Opened 
    on Mar 11, 2016
  • #3

dclambert/Python-ELM
The ELM Scandal: 5 Easy Steps to Academic Fame

The “extreme learning machines (ELM)” are indeed worth working on, but they just shouldn’t be called “ELM”. With annotated PDF files at http://elmorigin.wix.com/originofelm , you can easily verify the ...
  • ELM-Xposed
  • Opened 
    on Aug 19, 2015
  • #2
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