Machine-Learning-Codes

Basic Template for any machine learning technique in Python and R along with a sample data set

Algorithm Includes as follows:

Regression

Linear Regression

Multiple Linear Regression

Polynomial Regression

Support Vector Machine

Decision Tree Regression

Random Forest Regression

Classification

Logistic Regression

K-N

SVM

Kernel SVM

Naive Bayes

Decision Tree Classification

Random Forest Classification

Clustering

Hierarchical Clustering

K Means

Association Rule

Apriori

Eclat

Reinforcement Learning

Thompson Sampling

Upper Confidence Bound

Natural Language Processing

Deep Learning

ANN

CNN

Dimensionality Reduction

Kernel PCA

LDA

PCA

XGBoost - Model Selection