Gleam Lab · Tag Archive
Tag: linear-regression
3 articles collected by topic for tutorials, cases, engineering practice, and research notes.
Big Data 207 - How to Handle Multicollinearity
When using scikit-learn for linear regression, how to handle multicollinearity in least squares method.
Big Data 205 - Linear Regression Machine Learning Perspective
Linear Regression core chain: unify prediction function y=Xw in matrix form, treat parameter vector w as only unknown
Big Data 206 - NumPy Matrix Multiplication Hand-written Multivariate Linear Regression
pandas DataFrame and NumPy matrix multiplication hand-written multivariate linear regression (linear regression implementation).