Machine-Learning-Practice

Fundamental Machine Learning Algorithms and their Implementation from scratch.

Regression Algorithms folder contains:

1. Logistic Regression on Wisconsin Breast-Cancer Dataset.
2. Logistic Regression on Classic Iris Dataset (Using 1 vs all approach)

Clustering Algorithms folder contains:

1. k means clustering model on Wisconsin Breast-Cancer Dataset.
2. k means clustering model on Classic Iris Dataset

Page rank Algorithms folder contains :

1. HyperLink Induced Topic Search (HITS) Algorithm on Web BerkStan Dataset