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davidrosenberg
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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
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