zhangsiyuan66 / 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. These are some different types of libraries available so that you can see the difference between one and another 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)

Tensorflow

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