The video discusses both intuition and code for Isotonic Regression in Scikit-learn in Python.
Timeline
(Python 3.8)
00:00 - Outline of video
00:24 - What is isotonic or monotonic data?
03:10 - Code snippet
04:03 - Open Jupyter notebook
04:16 - Data
04:34 - Example_1: Positive or increasing data: .IsotonicRegression(increasing=True)
07:09 - Example_2: Negative or decreasing data: .IsotonicRegression(increasing=False)
07:53 - Example_3: Positive or increasing data: .LinearRegression()
10:55 - Example_3: Positive or increasing data: .IsotonicRegression(increasing=True)
12:19 - Example_4: Negative or decreasing data: .LinearRegression(); .IsotonicRegression(increasing=False)
13:24 - Ending notes
