Neural Network Example

#Neural-Network-Example

Build a 2-hidden layers fully connected neural network (a.k.a multilayer perceptron) with TensorFlow.

Neural Network Overview

#Neural-Network-Overview

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MNIST Dataset Overview

#MNIST-Dataset-Overview

This example is using MNIST handwritten digits. The dataset contains 60,000 examples for training and 10,000 examples for testing. The digits have been size-normalized and centered in a fixed-size image (28x28 pixels) with values from 0 to 1. For simplicity, each image has been flattened and converted to a 1-D numpy array of 784 features (28*28).

MNIST Dataset

More info: http://yann.lecun.com/exdb/mnist/

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