davidrosenberg/mlcourse

Issues

• Add additional captioning on ROC curve

  #80 opened 5 years ago by davidrosenberg
  0

• Illustration / Discussion of exploding & vanishing gradient

  #79 opened 5 years ago by davidrosenberg
  0

• Clean up "equivalence" of penalty and constraint form regularization

  #78 opened 6 years ago by davidrosenberg
  1

• Clean up

  #77 opened 6 years ago by davidrosenberg
  0

• More clarity on model that we have figures for in Recitation 1

  #76 opened 6 years ago by davidrosenberg
  1

• HW#3 Fix read_data function for python3

  #75 opened 6 years ago by ranamihir
  1

• Make SVM figures for non-geometrically motivated soft-margin SVM

  #62 opened 7 years ago by davidrosenberg
  1

• Make numpy broadcasting compulsory in HW#1

  #73 opened 6 years ago by ranamihir
  0

• Empirical risk level sets when design matrix not full rank

  #72 opened 6 years ago by davidrosenberg
  2

• Undefined notation / notation bug in Lecture 1 Concept Check, Topic 2, Question 1

  #70 opened 6 years ago by davidrosenberg
  3

• Shouldn't use MAP terminology in Bayes risk context (Concept Check 1)

  #68 opened 6 years ago by davidrosenberg
  1

• Add title, author name, data(?), etc to Krishna's Contrib materials

  #67 opened 6 years ago by davidrosenberg
  0

• Feature Slides

  #37 opened 6 years ago by brett1479
  4

• Fix kernel concept check question 1 about min(x,y)

  #65 opened 7 years ago by davidrosenberg
  1

• More discussion on stopping conditions of iterative algorithms

  #64 opened 7 years ago by davidrosenberg
  0

• Visualize and some basic analysis of explicit feature representation for 1-dim Gaussian kernel

  #63 opened 7 years ago by davidrosenberg
  1

• Make a note sheet or concept check connecting quadratic form with ellipsoids

  #61 opened 7 years ago by davidrosenberg
  0

• Make slides and/or notes connecting column correlation with eigenvalues

  #60 opened 7 years ago by davidrosenberg
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• Are these actually subgradients in the figure?

  #45 opened 7 years ago by davidrosenberg
  1

• Reproduce (and fix) Hastie et al's L1/L2 regularizations paths

  #38 opened 7 years ago by davidrosenberg
  1

• Update lecture 2 concept checks

  #58 opened 7 years ago by davidrosenberg
  1

• Review Writeup

  #39 opened 7 years ago by brett1479
  1

• Change code in homework #1 to use square loss without the 1/2 in front

  #55 opened 7 years ago by davidrosenberg
  1

• Make Homework #1 Terminology more consistent with lecture

  #59 opened 7 years ago by davidrosenberg
  1

• New Lab-Length lecture on Generalized Additive Models

  #57 opened 7 years ago by davidrosenberg
  0

• Check note on elastic-net

  #56 opened 7 years ago by davidrosenberg
  2

• More on Elastic Net Picture

  #36 opened 7 years ago by brett1479
  6

• Define x^* in gradient descent convergence theorem, and cite source for proof

  #54 opened 7 years ago by davidrosenberg
  0

• Possible concept check for SGD

  #52 opened 7 years ago by davidrosenberg
  1

• Need content on feature importance for tree-based methods

  #47 opened 7 years ago by davidrosenberg
  2

• LIME/Black box

  #49 opened 7 years ago by buj201
  0

• Calibrating classifiers

  #48 opened 7 years ago by buj201
  0

• typo should be f(x)=-1

  #46 opened 7 years ago by davidrosenberg
  1

• Clean up mlcourse for archiving

  #43 opened 7 years ago by davidrosenberg
  8

• Ideas for Course

  #41 opened 8 years ago by brett1479
  0

• More ideas to add for k-means

  #40 opened 8 years ago by brett1479
  0

• Alternate Proof of Square Sum

  #35 opened 8 years ago by brett1479
  4

• For risk function or empirical risk, show true gradient and minibatch gradient samples

  #27 opened 8 years ago by davidrosenberg
  1

• Replace l1/l2 contour image with more readable ones

  #34 opened 8 years ago by davidrosenberg
  0

• L1 Regularization 2016: Typo

  #33 opened 8 years ago by brett1479
  0

• Tie Estimation Error to Variance

  #30 opened 8 years ago by davidrosenberg
  6

• Directional Derivatives vs Differentiability

  #31 opened 8 years ago by brett1479
  1

• Learning objectives for Lab #1

  #32 opened 8 years ago by davidrosenberg
  4

• Discuss k nearest neighbors

  #29 opened 8 years ago by davidrosenberg
  0

• Repeat Hastie & Tibshirani's SPAM experiment

  #28 opened 8 years ago by davidrosenberg
  0

• Show empirical risk function and true risk for 1-dim linear regression

  #26 opened 8 years ago by davidrosenberg
  0

• Making text-based / flow chart figures

  #25 opened 8 years ago by davidrosenberg
  4

• Confusing notation in Lecture 4b, Slide 7

  #24 opened 8 years ago by davidrosenberg
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• Lecture Slides 4b Slide 17

  #23 opened 8 years ago by brett1479
  1

• Lecture slides 4a: Add SGD Convergence Rate

  #22 opened 8 years ago by brett1479
  0