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Commits on Nov 29, 2016

• fixed underscore formatting

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Commits on Nov 22, 2016

• class 2 terminology on pg. 68

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Commits on Nov 11, 2016

• donation to common cause, dedicated to restoring the core values of American democracy, reinventing an open, honest and accountable government that serves the public interest, and empowering ordina…

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Commits on Nov 3, 2016

• formatting p 18

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Commits on Oct 25, 2016

• use np.sign in l1

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Commits on Oct 18, 2016

• remove duplicated x^2

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Commits on Sep 17, 2016

• remove superflous 0 on pg 205

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Commits on Sep 1, 2016

• add suggested comment about shuffling earlier

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Commits on Jul 10, 2016

• missing minus p344; mlp img fix, jozef errata

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Commits on Jul 6, 2016

• subscript fix

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• removing the extra superscript

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Commits on Jul 1, 2016

• fixing weird parens

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• adding regularized weight update for clarification

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Commits on Jun 20, 2016

• force newpage to prevent overflow

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• equation TOC

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• adding equations from chapter 13

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• adding equations from chapter 13

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• adding equations from chapter 13

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• adding equations from chapter 12

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• adding equations from chapter 11

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• adding eqiations from ch 10

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Commits on Jun 19, 2016

• adding equations for chapter 8

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• eq ch 8

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• equation ch7

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• eq ch 6

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• eq upd

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Commits on Jun 18, 2016

• adding ch5 equations

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• improve equation formatting

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Commits on Jun 17, 2016

• equations ch04

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• completing ch03 equations section

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Commits on Jun 16, 2016

• expanding ch3 equation section

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Commits on Jun 15, 2016

• equation reference

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Commits on Jun 11, 2016

• math.ceil in py27

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Commits on Jun 6, 2016

• a better tfidf example p236-p240

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Commits on Jun 5, 2016

• "in" -> "is" lang typo on pg 43

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