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Basic Machine Learning algorithms: Regression

  • Linear Regression optimized via Gradient Descent (linear_regression_GD.py)

  • Linear Regression optimized via Stochastic Gradient Descent (linear_regression_SGD.py)

Usage

Run python3 on any of the files

  • linear_regression_GD.py
  • linear_regression_SGD.py

Libraries

  • numpy, pandas

Author

Anson Wong