Machine Learning

This repository contains a variety of algorithms for machine learning in Python. Algorithms make use of the following libraries:

Algorithm	Application	Sample Dataset
data_preprocessing_template.py	Preprocessing	Data.csv
natural_language_processing.py	NLP	Restaurant_Reviews.tsv
simple_linear_regression.py	Linear Regression	Salary_Data.csv
random_forest_regression.py	Regression Analysis	Position_Salaries.csv
random_forest_classification.py	Clustering	Social_Network_Ads.csv
kmeans.py	Clustering	Mall_Customers.csv
naive_bayes.py	Clustering	Social_Network_Ads.csv

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Name		Name	Last commit message	Last commit date
Data.csv		Data.csv
LICENSE.txt		LICENSE.txt
Mall_Customers.csv		Mall_Customers.csv
Position_Salaries.csv		Position_Salaries.csv
README.md		README.md
Restaurant_Reviews.tsv		Restaurant_Reviews.tsv
Salary_Data.csv		Salary_Data.csv
Social_Network_Ads.csv		Social_Network_Ads.csv
data_preprocessing_template.py		data_preprocessing_template.py
kmeans.py		kmeans.py
naive_bayes.py		naive_bayes.py
natural_language_processing.py		natural_language_processing.py
random_forest_classification.py		random_forest_classification.py
random_forest_regression.py		random_forest_regression.py
simple_linear_regression.py		simple_linear_regression.py