ApoorvDixit999 / SingleVariable-Logistic-Regression-from-scratch-

Using just math to apply gradient descent with sigmoid function for single variable logistic regression

SingleVariable-Logistic-Regression-from-scratch-

Using just math to apply gradient descent with sigmoid function for single variable logistic regression

Requirements

• Python 3.x
• NumPy
• pandas
• scikit-learn
• Matplotlib

Installation

To install the necessary packages, you can use pip:

pip install numpy pandas scikit-learn matplotlib

Dataset

Generated randomly using random module