more todo on lin reg

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mhjensen
2020-07-09 22:37:21 +02:00
parent 7742acf0f6
commit 1bb6450668
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@@ -6,13 +6,14 @@ DATE: today
!split
===== To do list =====
* Clean up Boston Housing data with correlations
* Clean up Boston Housing data with correlations, add perhaps another more science related example
* show how the data is set up and show the design matrix for this data set
* Bring up covid data, say eg recent UK data on race etc
* Same for the Ising model
* Clean up part on statistics and resampling methods
* add material on ridge and lasso and link to SVD, show proofs
* clean up math formalism, hats to boldface
* add material about kernel regression
* add material about kernel regression and splines
* rewrite CV part and add discussion of train, validate and test
!split