GitHub - mrzResearchArena/Linear-Regression: Linear Regression Hands-on Implementation

Learning linear algebra

Unsupervised Learning: No output (Y) is given; Try to learn structure (X).
Supervised Learning: Both input (X), and output (Y) are given; Try to predict label / real-value.
- Classification: Try to predict label.
- Regression: Try to predict real-value.

Name		Name	Last commit message	Last commit date
Latest commit History 18 Commits
GD-LR.ipynb		GD-LR.ipynb
GD.ipynb		GD.ipynb
L1.ipynb		L1.ipynb
LICENSE		LICENSE
Matrix.ipynb		Matrix.ipynb
README.md		README.md
UC-KUD4KQSU.pdf		UC-KUD4KQSU.pdf
Untitled.ipynb		Untitled.ipynb
data_1d.csv		data_1d.csv
data_2d.csv		data_2d.csv
data_poly.csv		data_poly.csv
dx.py		dx.py
inner-outer.ipynb		inner-outer.ipynb
mlr02.xls		mlr02.xls
model.ipynb		model.ipynb
moore.csv		moore.csv
moore.ipynb		moore.ipynb
overfitting.ipynb		overfitting.ipynb