davidrosenberg mlcourse issues

davidrosenberg / mlcourse

Machine learning course materials.

https://davidrosenberg.github.io/ml2018

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Discuss k nearest neighbors

#29 davidrosenberg opened 7 years ago
0
Repeat Hastie & Tibshirani's SPAM experiment

#28 davidrosenberg opened 7 years ago
0
For risk function or empirical risk, show true gradient and minibatch gradient samples

#27 davidrosenberg opened 7 years ago
1
Show empirical risk function and true risk for 1-dim linear regression

#26 davidrosenberg opened 7 years ago
0
Making text-based / flow chart figures

#25 davidrosenberg closed 7 years ago
4
Confusing notation in Lecture 4b, Slide 7

#24 davidrosenberg opened 7 years ago
0
Lecture Slides 4b Slide 17

#23 brett1479 closed 7 years ago
1
Lecture slides 4a: Add SGD Convergence Rate

#22 brett1479 opened 7 years ago
0
Lecture Slides 4a, Convergence Rates for GD with Strong Convexity

#21 brett1479 opened 7 years ago
1
Better intuition and/or examples for Classification tree impurity measures

#20 davidrosenberg opened 7 years ago
0
Lecture 3c Slide 17 Comment

#19 brett1479 closed 6 years ago
8
Note on properties of contour plot / tie to subgradient

#18 davidrosenberg closed 6 years ago
10
Decouple ERM from estimation error / approximation error

#17 davidrosenberg closed 6 years ago
1
Lecture 2a, decision function exists?

#16 brett1479 closed 7 years ago
4
Approximation theory for neural networks

#15 davidrosenberg closed 6 years ago
1
Add references for L1 regularization

#14 davidrosenberg closed 7 years ago
1
Add slides showing ridge regression controls smoothness

#13 davidrosenberg closed 7 years ago
0
More careful treatment of the link between hard and soft-margin SVM

#12 davidrosenberg opened 7 years ago
4
Jupiter notebook for SVM and kernel method visualizations

#11 davidrosenberg opened 7 years ago
0
Figure for Representer Theorem Proof

#10 davidrosenberg opened 7 years ago
0
Need to recompile all beamer PDFs as 'handout'

#9 davidrosenberg closed 7 years ago
0
Homework 5 Question 4.2a

#8 brett1479 closed 7 years ago
2
Neural Networks Potentially Underemphasized

#7 brett1479 closed 6 years ago
3
Link to Felippa's Matrix Calculus is incorrect/outdated

#6 brett1479 closed 7 years ago
3
Convexity of compositions and maxima to convex optimization notes

#5 davidrosenberg closed 7 years ago
1
Geometric margin vs... margin

#4 davidrosenberg closed 7 years ago
2
Shanshan's differentiation handout has a bug?

#3 davidrosenberg closed 7 years ago
1
Make note on gradient being row vs column vector

#2 davidrosenberg closed 7 years ago
1
Prep sheet on equivalent optimization problems for lasso

#1 davidrosenberg closed 7 years ago
4