Build a Simple Neural Network using Numpy

Build a single neuron using NumPy for image classification.

Ramesh Paudel, Ph.D.
Towards Data Science
6 min readMay 15, 2020

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In this article, we will discuss how to make a simple neural network using NumPy.

  1. Import Libraries

First, we will import all the packages that we will need. We will need numpy, h5py (for loading dataset stored in H5 file), and matplotlib (for plotting).

import numpy as np
import matplotlib.pyplot as plt
import h5py

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