The explanation and code for Perceptron is in perceptron.ipynb file. Perceptron Notebook
The explanation and code for Adaline is in adaline.ipynb file. Adaline Notebook
Linear Regresion Notebook Linear Regression Notebook
Logistic Regresion Notebook Logistic Regression Notebook