neeraj2681 / Neural-Network-Models

Various neural network models implemented in scratch via Python

Neural-Network-Models and Evaluation Techniques

Various neural network models and Evaluation techniques implemented in scratch via Python.

The list includes:

• Single Perceptron model for AND Gate designing
• Single Perceptron model for linearly separable IRIS dataset with two classes
• Single Perceptron model for non-linearly separable IRIS dataset with 3 classes. One vs One technique is utilised here.
• K-fold cross validation(k=10 here)
• Multi-Layer Perceptron on MNIST dataset
• Convolution Neural Network on MNIST dataset