Python-ELM
Python-ELM copied to clipboard
dclambert
Extreme Learning Machine implementation in Python
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...
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...
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...
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) elmc = ELMClassifier(n_hidden=1000, activation_func='gaussian', alpha=0.0, random_state=0) elmc.fit(train[0], train[1]) test = mnist.test.next_batch(100)...
1A. Changed the atleast2d_or_csr method in (from sklearn.utils import check_random_state, atleast2d_or_csr ) to (from sklearn.utils import check_random_state,check_array). 1B. 91 and 110 th line of random_layer.py. 2.Changed the cross_validation module from...
>>> elmc.fit(x_train,y_train) Traceback (most recent call last): File "", line 1, in File "/home/analytics/anaconda3/lib/python3.6/site-packages/sklearn_extensions/extreme_learning_machines/elm.py", line 596, in fit super(ELMClassifier, self).fit(X, y_bin) File "/home/analytics/anaconda3/lib/python3.6/site-packages/sklearn_extensions/extreme_learning_machines/elm.py", line 464, in fit self._genelm_regressor.fit(X, y) File...
at_least_2d has been removed from sklearn
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...
