sowmi06/Incremental-Extreme-Learning-Machines-IELM-

IEML (Incremental Extreme Learning Machines) for the regression and classification problems.

Incremental-Extreme-Learning-Machines-IELM-

The repository has the code for which illustrates the IEML for the regression and classification problems.

• For the Classification problem the mnist dataset is taken from the keras.
• For the Regression problem the qsar_fish_toxicity dataset is taken from the UCI repository.

Tools and Library Requirements

• Numpy

• Scikit-learn

• Pandas

• Keras

Operating Instructions

The following are the steps to replicate the exact results acquired:

• Satisify all the system and the tool, libraries requirements.
• Clone the Incremental Extreme Learning Machine repository in your local machine.
• Run the ielm_mnist.py and ielm_regression.py in a python IDE to get the final output