AdriandLiu/Implementation-Gradient-Descent-with-Numpy

Implement GD from scratch/Numpy in Logistics and Naive Bayes

Implementation-Gradient-Descent-with-Numpy

Implement GD from scratch/Numpy in Logistics

Classification and Regression

Implementation From Scratch (Numpy)

• Logistic with SGD, CrossEntropy
• Naive Bayes with Bernoulli, Multinomial, Gaussian

Data used:

• Adult dataset/Census Income
• Ionosphere
• Breast Cancer Wisconsin
• Wine Quality