kordjamshidi / iris-python

Collection of iris classifcation program for teaching purpose

Simple Sample Codes for Iris Dataset Classification

This is a collection of simple and easy to read program for Iris dataset classification. Using many library so you can see the difference between libraries for the same usage.

Keras

• Simple Neural Net for Iris dataset using Keras (Multilayer perceptron model, with one hidden layer)

Lasagne

• Simple Neural Net for Iris dataset using Lasagne (Multilayer perceptron model, with one hidden layer)

Python

• Simple Neural Net for Iris dataset without external library (Multilayer perceptron model, with one hidden layer)
• Simple Neural Net for Iris dataset without external library (No-hidden layer model)
• Simple Neural Net for Iris dataset using Scikit-learn-MLPClassifier (Multilayer perceptron model, with one hidden layer)

PyTorch

• Simple Neural Net for Iris dataset using PyTorch (Multilayer perceptron model, with one hidden layer)