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