/ML-Algorithms

Fully functional implementations of the most popularly used machine learning algorithms, in Python.

Primary LanguagePython

ML-Algorithms

Fully functional implementations of the most popularly used machine learning algorithms, in Python.

  1. Data Pre-Processing
    1.1 Data Pre-Processing - Data.csv

  2. Regression
    2.1. Simple Linear Regression - Salary_Data.csv
    2.2. Multiple Linear Regression - 50_Startups.csv
    2.3. Polynomial Regression - Position_Salaries.csv
    2.4. Support Vector Regression - Position_Salaries.csv
    2.5. Decision Tree Regression - Position_Salaries.csv
    2.6. Random Forest Regression - Position_Salaries.csv

  3. Classification
    3.1. Logistic Regression - Social_Network_Ads.csv
    3.2. K-Nearest Neighbors - Social_Network_Ads.csv
    3.3. Support Vector Machine (Linear) - Social_Network_Ads.csv
    3.4. Kernel (RBF) Support Vector Machine - Social_Network_Ads.csv