https://github.com/sadatrafsanjani/neural-network
Neural network built from scratch
https://github.com/sadatrafsanjani/neural-network
backpropagation-learning-algorithm feedforward-neural-network gradient-descent-algorithm neural-network python-3
Last synced: about 1 month ago
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Neural network built from scratch
- Host: GitHub
- URL: https://github.com/sadatrafsanjani/neural-network
- Owner: sadatrafsanjani
- Created: 2017-10-09T07:18:36.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2017-11-27T15:37:46.000Z (over 7 years ago)
- Last Synced: 2025-01-28T14:19:27.559Z (3 months ago)
- Topics: backpropagation-learning-algorithm, feedforward-neural-network, gradient-descent-algorithm, neural-network, python-3
- Language: Python
- Homepage:
- Size: 1.95 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Neural-Network
Neural network built from scratch
# Implementation of forward propagation
A neural network with two inputs, one hidden layer with three sigmoid neuron and one output neuron
# Implementation of backward propagation
Partial derivation and numpy is used to calcualte error
# Implementation of Exclusive-OR (XOR)
A real life example to demonstrate the efficiency of three layer neural network.