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Commits on Nov 3, 2021

• Small tweak

  davidrosenberg

  committed
  3c241fc

Commits on Oct 31, 2021

• Added note about retraining SVM with just support vectors

  davidrosenberg

  committed
  c0f779f

Commits on Oct 11, 2021

• Step size needs to be larger than 0

  davidrosenberg

  committed
  7c155f7

Commits on Oct 7, 2021

• Fixed typo

  davidrosenberg

  committed
  cbf4448

• Fixed sign error in exercise 2

  davidrosenberg

  committed
  f63b875

Commits on Mar 14, 2021

• Some updates

  davidrosenberg

  committed
  f5af0db

• Fixed Typo

  davidrosenberg

  committed
  854b8a7

• Fixed wrong notation and added some notes to self

  davidrosenberg

  committed
  e76bee2

Commits on Dec 30, 2020

• Expanded note showing conditional expectation is Bayes optimal for MSE

  davidrosenberg

  committed
  370ef9c

• Tidy up example with intercept

  davidrosenberg

  committed
  b3cbe4c

Commits on Dec 29, 2020

• Added description of what happens with an intercept

  davidrosenberg

  committed
  ef0c11d

Commits on Dec 14, 2020

• Reorganized first few weeks

  davidrosenberg

  committed
  2a669d5

• added some notes to self

  davidrosenberg

  committed
  6b42213

• Updated lyx version

  davidrosenberg

  committed
  358c98e

Commits on Nov 22, 2020

• Revised disclaimer

  davidrosenberg

  committed
  20766cd

• Added exercise on iterated expectations

  davidrosenberg

  committed
  2bf908f

Commits on Nov 20, 2020

• Slight updates

  davidrosenberg

  committed
  0c2bb33

• Added note on moment-matching interpretation of logistic regression

  davidrosenberg

  committed
  7da391c

Commits on Nov 18, 2020

• Another typo

  davidrosenberg

  committed
  c6f031d

• Fixed some typos

  davidrosenberg

  committed
  73e8c3d

• Small tweaks and typo fixes

  davidrosenberg

  committed
  db4b11f

• Fixed typo

  davidrosenberg

  committed
  95b214a

• Added note (hidden in PDF) about law of total variance

  davidrosenberg

  committed
  fdfc499

• Added more detailed comparison of log loss and square loss

  davidrosenberg

  committed
  5dd95d4

Commits on Nov 13, 2020

• Posted syllabus for DS-GA 3001: TTML

  davidrosenberg

  authored
  200887f

Commits on Oct 22, 2020

• Pulled information theory lecture into working directory

  davidrosenberg

  committed
  817a637

Commits on Oct 19, 2020

• Made notation for data-generating distribution consistent

  davidrosenberg

  committed
  f7a2800

Commits on Oct 2, 2020

• Added extra sentence on subspaces

  davidrosenberg

  committed
  5be4410

• Fixed typo

  davidrosenberg

  committed
  a557de1

• Added note on ROC curve

  davidrosenberg

  committed
  a4263d9

• Added some notes on missing data handling

  davidrosenberg

  committed
  206fc63

• Added references for future versions

  davidrosenberg

  committed
  6ea8ad5

Commits on Jun 24, 2020

• TODO for ROC curve for hard classifiers

  davidrosenberg

  committed
  8403ee9

Commits on Jun 20, 2020

• Added TODO item on huber loss plot

  davidrosenberg

  committed
  caf50b6

• Added some notes on AUC curve

  davidrosenberg

  committed
  eb7d4fe

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