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36 Open 35 Closed
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Issues list

Add additional captioning on ROC curve
#80 opened Jun 20, 2020 by davidrosenberg
Illustration / Discussion of exploding & vanishing gradient
#79 opened Jun 5, 2020 by davidrosenberg
Clean up "equivalence" of penalty and constraint form regularization
#78 opened May 6, 2019 by davidrosenberg
1
Clean up
#77 opened May 6, 2019 by davidrosenberg
More clarity on model that we have figures for in Recitation 1
#76 opened Apr 18, 2019 by davidrosenberg
1
Make numpy broadcasting compulsory in HW#1
#73 opened Feb 10, 2019 by ranamihir
Empirical risk level sets when design matrix not full rank
#72 opened Jan 14, 2019 by davidrosenberg
2
Undefined notation / notation bug in Lecture 1 Concept Check, Topic 2, Question 1
#70 opened Nov 26, 2018 by davidrosenberg
3
Shouldn't use MAP terminology in Bayes risk context (Concept Check 1)
#68 opened Aug 17, 2018 by davidrosenberg
1
Add title, author name, data(?), etc to Krishna's Contrib materials
#67 opened Aug 5, 2018 by davidrosenberg
Fix kernel concept check question 1 about min(x,y)
#65 opened Mar 4, 2018 by davidrosenberg
1
More discussion on stopping conditions of iterative algorithms
#64 opened Feb 28, 2018 by davidrosenberg
Make SVM figures for non-geometrically motivated soft-margin SVM
#62 opened Feb 19, 2018 by davidrosenberg
1
Make a note sheet or concept check connecting quadratic form with ellipsoids
#61 opened Feb 10, 2018 by davidrosenberg
Make slides and/or notes connecting column correlation with eigenvalues
#60 opened Feb 10, 2018 by davidrosenberg
New Lab-Length lecture on Generalized Additive Models
#57 opened Jan 29, 2018 by davidrosenberg
Define x^* in gradient descent convergence theorem, and cite source for proof
#54 opened Jan 24, 2018 by davidrosenberg
Possible concept check for SGD
#52 opened Jan 23, 2018 by davidrosenberg
1
LIME/Black box
#49 opened Jan 3, 2018 by buj201
Calibrating classifiers
#48 opened Jan 3, 2018 by buj201
Need content on feature importance for tree-based methods
#47 opened Dec 26, 2017 by davidrosenberg
2
Ideas for Course
#41 opened Apr 26, 2017 by brett1479
More ideas to add for k-means
#40 opened Apr 26, 2017 by brett1479
Alternate Proof of Square Sum
#35 opened Jan 30, 2017 by brett1479
4
Tie Estimation Error to Variance
#30 opened Jan 15, 2017 by davidrosenberg
6
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