Gleam Lab · Tag Archive
Tag: numpy
3 articles collected by topic for tutorials, cases, engineering practice, and research notes.
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).
Python Offline Deployment: pip Dependency Management Without Internet Access
How to export Python packages in an online environment and install them in an air-gapped system using pip wheel, pip download, and requirements.txt for offline deployment.