davidrosenberg mlcourse issues

davidrosenberg / mlcourse

Machine learning course materials.

https://davidrosenberg.github.io/ml2018

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Add additional captioning on ROC curve

#80 davidrosenberg opened 4 years ago
0
Illustration / Discussion of exploding & vanishing gradient

#79 davidrosenberg opened 4 years ago
0
Clean up "equivalence" of penalty and constraint form regularization

#78 davidrosenberg opened 5 years ago
1
Clean up

#77 davidrosenberg opened 5 years ago
0
More clarity on model that we have figures for in Recitation 1

#76 davidrosenberg opened 5 years ago
1
HW#3 Fix read_data function for python3

#75 ranamihir closed 5 years ago
1
Make numpy broadcasting compulsory in HW#1

#73 ranamihir opened 5 years ago
0
Empirical risk level sets when design matrix not full rank

#72 davidrosenberg opened 5 years ago
2
PreLec2: fix a couple typos

#71 venik closed 5 years ago
1
Undefined notation / notation bug in Lecture 1 Concept Check, Topic 2, Question 1

#70 davidrosenberg opened 5 years ago
3
add gmm Method of Moments to public release

#69 yzhucs closed 5 years ago
3
Shouldn't use MAP terminology in Bayes risk context (Concept Check 1)

#68 davidrosenberg opened 6 years ago
1
Add title, author name, data(?), etc to Krishna's Contrib materials

#67 davidrosenberg opened 6 years ago
0
Contrib : Generative vs Discriminative and Trees

#66 krsapkota closed 6 years ago
0
Fix kernel concept check question 1 about min(x,y)

#65 davidrosenberg opened 6 years ago
1
More discussion on stopping conditions of iterative algorithms

#64 davidrosenberg opened 6 years ago
0
Visualize and some basic analysis of explicit feature representation for 1-dim Gaussian kernel

#63 davidrosenberg closed 6 years ago
1
Make SVM figures for non-geometrically motivated soft-margin SVM

#62 davidrosenberg opened 6 years ago
1
Make a note sheet or concept check connecting quadratic form with ellipsoids

#61 davidrosenberg opened 6 years ago
0
Make slides and/or notes connecting column correlation with eigenvalues

#60 davidrosenberg opened 6 years ago
0
Make Homework #1 Terminology more consistent with lecture

#59 davidrosenberg closed 6 years ago
1
Update lecture 2 concept checks

#58 davidrosenberg closed 6 years ago
1
New Lab-Length lecture on Generalized Additive Models

#57 davidrosenberg opened 6 years ago
0
Check note on elastic-net

#56 davidrosenberg closed 6 years ago
2
Change code in homework #1 to use square loss without the 1/2 in front

#55 davidrosenberg closed 6 years ago
1
Define x^* in gradient descent convergence theorem, and cite source for proof

#54 davidrosenberg opened 6 years ago
0
Bens branch

#53 buj201 closed 6 years ago
0
Possible concept check for SGD

#52 davidrosenberg opened 6 years ago
1
add script to convert jupyter notebooks to pdf

#51 sdmcclain closed 6 years ago
1
Bens branch

#50 buj201 closed 6 years ago
0
LIME/Black box

#49 buj201 opened 6 years ago
0
Calibrating classifiers

#48 buj201 opened 6 years ago
0
Need content on feature importance for tree-based methods

#47 davidrosenberg opened 6 years ago
2
typo should be f(x)=-1

#46 davidrosenberg closed 6 years ago
1
Are these actually subgradients in the figure?

#45 davidrosenberg closed 6 years ago
1
Add L1 and L2 fit notebook

#44 dmadeka closed 7 years ago
4
Clean up mlcourse for archiving

#43 davidrosenberg closed 7 years ago
8
Merge pull request #1 from davidrosenberg/gh-pages

#42 alwc closed 7 years ago
0
Ideas for Course

#41 brett1479 opened 7 years ago
0
More ideas to add for k-means

#40 brett1479 opened 7 years ago
0
Review Writeup

#39 brett1479 closed 6 years ago
1
Reproduce (and fix) Hastie et al's L1/L2 regularizations paths

#38 davidrosenberg closed 6 years ago
1
Feature Slides

#37 brett1479 closed 6 years ago
4
More on Elastic Net Picture

#36 brett1479 closed 6 years ago
6
Alternate Proof of Square Sum

#35 brett1479 opened 7 years ago
4
Replace l1/l2 contour image with more readable ones

#34 davidrosenberg closed 7 years ago
0
L1 Regularization 2016: Typo

#33 brett1479 closed 7 years ago
0
Learning objectives for Lab #1

#32 davidrosenberg closed 7 years ago
4
Directional Derivatives vs Differentiability

#31 brett1479 closed 7 years ago
1
Tie Estimation Error to Variance

#30 davidrosenberg opened 7 years ago
6