https://github.com/smakosh/perceptron-neural-net-from-scratch
A single artificial neuron built from scratch to understand the maths behind neural nets !
https://github.com/smakosh/perceptron-neural-net-from-scratch
machine-learning network neural perceptron perceptron-learning-algorithm
Last synced: 7 months ago
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A single artificial neuron built from scratch to understand the maths behind neural nets !
- Host: GitHub
- URL: https://github.com/smakosh/perceptron-neural-net-from-scratch
- Owner: smakosh
- Created: 2017-07-28T19:14:24.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2018-02-08T00:20:00.000Z (over 7 years ago)
- Last Synced: 2025-03-17T08:06:41.931Z (7 months ago)
- Topics: machine-learning, network, neural, perceptron, perceptron-learning-algorithm
- Language: Jupyter Notebook
- Homepage: https://smakosh.com/build-your-perceptron
- Size: 85.9 KB
- Stars: 18
- Watchers: 3
- Forks: 7
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# The Perceptron neural net
A neural net from scratch to help you understand the maths behind neural networks ! make sure to read the medium article I've written !
You will find in the repo a jupyter notebook of one perceptron made from scratch & one with sklearn dependency
Also an Iris flowers classifier that you can train using a real data from Kaggle !
## dependencies used on the perceptron from scratch
Numpy
Matplotlibv
Jupyter Notebook
Pandas
## dependencies used on the perceptron using scikit-learn
Numpy
Matplotlibv
Jupyter Notebook
scikit-learn
## Install dependencies
pip install numpy
pip install matplotlib
pip install jupyter
pip install -U scikit-learn
pip install pandas
## Resources from where I learned
Youtube channel from where I learned this : https://www.youtube.com/user/LogicGodTV
My medium article: https://medium.com/@ismailghallou/build-your-perceptron-neural-net-from-scratch-e12b7be9d1ef
My code on Kaggle: https://www.kaggle.com/smakosh/perceptron-neural-net-from-scratch/notebook