Files

01-About-This-Course
02-Machine-Learning-Basics
03-Jupyter-Notebook-Numpy-and-Matplotlib
04-kNN
- 01-kNN-Basics
- 02-kNN-in-scikit-learn
- 03-Test-Our-Algorithm
  - playML
    - __init__.py
    - kNN.py
    - model_selection.py
  - 03-Test-Our-Algorithm.ipynb
- 04-Accuracy-Score
- 05-Hyper-Parameters
- 06-More-Hyper-Parameters-in-kNN-and-Grid-Search
- 07-Feature-Scaling
- 08-Scaler-in-Scikit-Learn
- Chapter-04-watermarked.pdf
05-Linear-Regression
06-Gradient-Descent
07-PCA-and-Gradient-Ascent
08-Polynomial-Regression-and-Model-Generalization
09-Logistic-Regression
10-Classification-Performance-Measures
11-SVM
12-Decision-Tree
13-Ensemble-Learning-and-Random-Forest
Optional-01-Using-Pandas
.gitignore
README.md
qrcode.jpg

playML

Chapter 04 section 03 completed.

Dec 5, 2017

72fda63 · Dec 5, 2017

This branch is 20 commits behind liuyubobobo/Play-with-Machine-Learning-Algorithms:master.

Name		Name	Last commit message	Last commit date
parent directory ..
__init__.py		__init__.py	Chapter 04 section 03 added.	Nov 10, 2017
kNN.py		kNN.py	Chapter 04 section 03 completed.	Dec 5, 2017
model_selection.py		model_selection.py	Chapter 04 section 03 added.	Nov 10, 2017