Opletts/Regression

Simple linear and logistic regression

Simple Linear Regression

Different methods to perform simple linear regression :

• Using a mathematical formula
• Using numpy.Polynomial
• Gradient Descent using python
• Gradient Descent with basic PyTorch
• Gradient Descent with PyTorch

plot_find.py is for visualization of the feature space in 3D.

Logistic Regression

Logistic Regression with PyTorch in logistic.py