Канал: Maxwell Libbrecht

9.1 - Linear algebra review

9.1 - Linear algebra review

39.1 - MCMC example

39.1 - MCMC example

35.2 - Junction tree algorithm

35.2 - Junction tree algorithm

35.1 - Loopy belief propagation

35.1 - Loopy belief propagation

35 - Belief propagation

35 - Belief propagation

33 - Probabilistic inference

33 - Probabilistic inference

34.1 - Variable elimination example

34.1 - Variable elimination example

34 - Variable elimination

34 - Variable elimination

33.1 - Factors

33.1 - Factors

15.2 - EM algorithm

15.2 - EM algorithm

15.1 - EM algorithm intro

15.1 - EM algorithm intro

6 - Logarithms

6 - Logarithms

20 - Gaussian discriminant analysis

20 - Gaussian discriminant analysis

14 - Constrained optimization and Lagrangian

14 - Constrained optimization and Lagrangian

22 - Generative vs discriminative classifiers

22 - Generative vs discriminative classifiers

16 - EM examples

16 - EM examples

4 - Bayesian ML

4 - Bayesian ML

5 - Univariate probability distributions

5 - Univariate probability distributions

13 - Stochastic gradient descent

13 - Stochastic gradient descent

18 - Decision theory

18 - Decision theory

21 - Logistic regression

21 - Logistic regression

15.2 - EM algorithm

15.2 - EM algorithm

9 - Parameter estimation

9 - Parameter estimation

11 - Types of optimization algorithm

11 - Types of optimization algorithm

2 - Concept learning

2 - Concept learning

10 - Priors and regularization

10 - Priors and regularization

1.1 - Bayes Example

1.1 - Bayes Example

17 - Derivative free optimization

17 - Derivative free optimization

8 - Probabilistic graphical models

8 - Probabilistic graphical models

3 - Choosing a hypothesis

3 - Choosing a hypothesis

1 - Probability

1 - Probability

12 - Gradient descent

12 - Gradient descent

7 - Multivariate Gaussian distribution

7 - Multivariate Gaussian distribution

30 - d-separation

30 - d-separation

39 - Metropolis Hastings

39 - Metropolis Hastings

40 - Practical considerations of MCMC

40 - Practical considerations of MCMC

36 - 1D sampling

36 - 1D sampling

4.1 - Numbers game example

4.1 - Numbers game example

33 - Probabilistic inference

33 - Probabilistic inference

32 - Markov random fields

32 - Markov random fields

41 - Bayesian and frequentist statistics

41 - Bayesian and frequentist statistics

37 - Multivariate sampling

37 - Multivariate sampling

34 - Belief propagation

34 - Belief propagation

27 - LASSO

27 - LASSO

23 - Featurization

23 - Featurization

24 - Linear regression

24 - Linear regression

19 - Naive Bayes

19 - Naive Bayes

4.2 - Bayesian and frequentist statistics

4.2 - Bayesian and frequentist statistics

29 - Bayesian networks

29 - Bayesian networks

35 - Variable elimination

35 - Variable elimination

26 - Ridge regression

26 - Ridge regression

31 - Creating a Bayesian network

31 - Creating a Bayesian network

38 - Gibbs sampling

38 - Gibbs sampling

Example: Bernoulli EM

Example: Bernoulli EM

25 - Polynomial regression

25 - Polynomial regression

28 - Comparison of regularization strategies

28 - Comparison of regularization strategies

Maxwell Libbrecht and Lisa Picard, 2nd place, Allstar JnJ, Swingtime 2019

Maxwell Libbrecht and Lisa Picard, 2nd place, Allstar JnJ, Swingtime 2019

Maxwell Libbrecht and Taylor Banfield, Allstar JnJ, Wild Wild Westie 2019

Maxwell Libbrecht and Taylor Banfield, Allstar JnJ, Wild Wild Westie 2019

Maxwell Libbrecht and Brittany LaPointe, 6th place, Allstar JnJ, Easter Swing 2019

Maxwell Libbrecht and Brittany LaPointe, 6th place, Allstar JnJ, Easter Swing 2019

Maxwell Libbrecht and Lindsay Mistretta, Allstar JnJ semis, Jack and Jill O'Rama 2018

Maxwell Libbrecht and Lindsay Mistretta, Allstar JnJ semis, Jack and Jill O'Rama 2018

Maxwell Libbrecht and Dalena Lee, Allstar JnJ Finals, Jack and Jill O'Rama 2018

Maxwell Libbrecht and Dalena Lee, Allstar JnJ Finals, Jack and Jill O'Rama 2018

Maxwell Libbrecht and Chantelle Pianetta, 4th place, Adv/Allstar Strictly, Easter Swing 2018

Maxwell Libbrecht and Chantelle Pianetta, 4th place, Adv/Allstar Strictly, Easter Swing 2018

Maxwell Libbrecht and Chantelle Pianetta, All-American JnJ, Rose City Swing 2018

Maxwell Libbrecht and Chantelle Pianetta, All-American JnJ, Rose City Swing 2018

Maxwell Libbrecht and Connie Wang, You Got Served JnJ prelims, Rose City Swing 2018

Maxwell Libbrecht and Connie Wang, You Got Served JnJ prelims, Rose City Swing 2018

Maxwell Libbrecht and Michelle Crozier, Allstar JnJ prelims, Rose City Swing 2018

Maxwell Libbrecht and Michelle Crozier, Allstar JnJ prelims, Rose City Swing 2018

Maxwell Libbrecht and Michelle Crozier, Allstar/Champ Strictly, Rose City Swing 2018

Maxwell Libbrecht and Michelle Crozier, Allstar/Champ Strictly, Rose City Swing 2018

Maxwell Libbrecht and Hailee Vaughan, "History", practice 2018-01-08

Maxwell Libbrecht and Hailee Vaughan, "History", practice 2018-01-08

Maxwell Libbrecht and Rosemary Whitson, Adv/Allstar Strictly prelims, Sea to Sky 2017

Maxwell Libbrecht and Rosemary Whitson, Adv/Allstar Strictly prelims, Sea to Sky 2017

Caitlin Lawson, Andrew Sunada and Maxwell Libbrecht, 3rd place, Three-for-all strictly

Caitlin Lawson, Andrew Sunada and Maxwell Libbrecht, 3rd place, Three-for-all strictly

Maxwell Libbrecht and Jen Malcolm, Allstar JnJ, Sweet Side of Swing 2017

Maxwell Libbrecht and Jen Malcolm, Allstar JnJ, Sweet Side of Swing 2017

Maxwell Libbrecht and Caitlin Antonia, All American finals 3, JnJ ORama 2017

Maxwell Libbrecht and Caitlin Antonia, All American finals 3, JnJ ORama 2017

Maxwell Libbrecht and Caitlin Antonia, practice 2017-04-22

Maxwell Libbrecht and Caitlin Antonia, practice 2017-04-22

Maxwell Libbrecht and Jen Malcolm, 4th place, Adv/Allstar Strictly Finals, Easter Swing 2017

Maxwell Libbrecht and Jen Malcolm, 4th place, Adv/Allstar Strictly Finals, Easter Swing 2017

Maxwell Libbrecht and Carlie O'Brien, Adv JnJ Prelims, Easter Swing 2017

Maxwell Libbrecht and Carlie O'Brien, Adv JnJ Prelims, Easter Swing 2017

Maxwell Libbrecht and Danielle White, Adv JnJ Prelims, Easter Swing 2017

Maxwell Libbrecht and Danielle White, Adv JnJ Prelims, Easter Swing 2017

Maxwell Libbrecht and Eveleen Sung, 2nd place, Adv JnJ Finals, Easter Swing 2017

Maxwell Libbrecht and Eveleen Sung, 2nd place, Adv JnJ Finals, Easter Swing 2017

Maxwell Libbrecht and Jen Malcolm, 4th place, Adv/Allstar Strictly Finals, Easter Swing 2017

Maxwell Libbrecht and Jen Malcolm, 4th place, Adv/Allstar Strictly Finals, Easter Swing 2017

Maxwell Libbrecht and Joanna Meinl, Easter Egg Scramble (All-American) Finals, Easter Swing 2017

Maxwell Libbrecht and Joanna Meinl, Easter Egg Scramble (All-American) Finals, Easter Swing 2017

Maxwell Libbrecht and Brittany Barbarisi, 5th place, Adv JnJ finals, City of Angels 2017

Maxwell Libbrecht and Brittany Barbarisi, 5th place, Adv JnJ finals, City of Angels 2017

Maxwell Libbrecht and Xtine Croci, Adv strictly prelims 2, City of Angels 2017

Maxwell Libbrecht and Xtine Croci, Adv strictly prelims 2, City of Angels 2017

Maxwell Libbrecht and Jenna Shimek, "You Got Served" JnJ prelims, Rose City Swing 2017

Maxwell Libbrecht and Jenna Shimek, "You Got Served" JnJ prelims, Rose City Swing 2017

Maxwell Libbrecht and Claire Carey, "Cryin Wolf" debut, Rising Star, Rose City Swing 2017

Maxwell Libbrecht and Claire Carey, "Cryin Wolf" debut, Rising Star, Rose City Swing 2017

Maxwell Libbrecht and Rachel Rivera, 2nd place, Adv JnJ Finals 2, Rose City Swing 2017

Maxwell Libbrecht and Rachel Rivera, 2nd place, Adv JnJ Finals 2, Rose City Swing 2017

Maxwell Libbrecht and Hailee Vaughan, 2nd place, Allstar Strictly Finals 3, Capital Swing 2017

Maxwell Libbrecht and Hailee Vaughan, 2nd place, Allstar Strictly Finals 3, Capital Swing 2017

Maxwell Libbrecht and Hailee Vaughan, 2nd place, Allstar Strictly Finals 1, Capital Swing 2017

Maxwell Libbrecht and Hailee Vaughan, 2nd place, Allstar Strictly Finals 1, Capital Swing 2017

Maxwell Libbrecht and Hailee Vaughan, "Lullabies", practice 2017-01-14

Maxwell Libbrecht and Hailee Vaughan, "Lullabies", practice 2017-01-14

Maxwell Libbrecht and Hailee Vaughan, "Could", practice 2016-12-17

Maxwell Libbrecht and Hailee Vaughan, "Could", practice 2016-12-17

Maxwell Libbrecht and Christine Pitawanich, Adv JnJ Finals song 2, Sea to Sky 2016

Maxwell Libbrecht and Christine Pitawanich, Adv JnJ Finals song 2, Sea to Sky 2016

Claire Carey and Maxwell Libbrecht, "Make You Feel My Love", practice 2016 09 09

Claire Carey and Maxwell Libbrecht, "Make You Feel My Love", practice 2016 09 09

Maxwell Libbrecht and Jon Jackson, 1st place Adv JnJ, Swingtacular 2016

Maxwell Libbrecht and Jon Jackson, 1st place Adv JnJ, Swingtacular 2016

Maxwell Libbrecht and Claire Carey, West Coast Swing demo at Dance til Dusk in Westlake park 2016

Maxwell Libbrecht and Claire Carey, West Coast Swing demo at Dance til Dusk in Westlake park 2016

Maxwell Libbrecht and Marina Motronenko, 1st place, ProAm JnJ, Sweet Side of Swing 2016

Maxwell Libbrecht and Marina Motronenko, 1st place, ProAm JnJ, Sweet Side of Swing 2016

Maxwell Libbrecht and Marina Motronenko, 1st place, ProAm JnJ Song 2, Sweet Side of Swing 2016

Maxwell Libbrecht and Marina Motronenko, 1st place, ProAm JnJ Song 2, Sweet Side of Swing 2016

Maxwell Libbrecht and Marina Motronenko, 1st place, ProAm JnJ Song 1, Sweet Side of Swing 2016

Maxwell Libbrecht and Marina Motronenko, 1st place, ProAm JnJ Song 1, Sweet Side of Swing 2016

Maxwell Libbrecht and Rebecca Savoca, Novice+Int+Adv Strictly prelims, Song 2, JnJ Orama 2016

Maxwell Libbrecht and Rebecca Savoca, Novice+Int+Adv Strictly prelims, Song 2, JnJ Orama 2016

Maxwell Libbrecht and Rebecca Savoca, Novice+Int+Adv Strictly finals jam, JnJ Orama 2016

Maxwell Libbrecht and Rebecca Savoca, Novice+Int+Adv Strictly finals jam, JnJ Orama 2016

Maxwell Libbrecht and Jon Jackson, Adv JnJ prelims song 3, JnJ Orama 2016

Maxwell Libbrecht and Jon Jackson, Adv JnJ prelims song 3, JnJ Orama 2016

Maxwell Libbrecht and Janelle Guido, 4th place, Open Jackpot JnJ prelims song 2, JnJ Orama 2016

Maxwell Libbrecht and Janelle Guido, 4th place, Open Jackpot JnJ prelims song 2, JnJ Orama 2016

Maxwell Libbrecht and Janelle Guido, 4th place, Open Jackpot JnJ final all skate, JnJ Orama 2016

Maxwell Libbrecht and Janelle Guido, 4th place, Open Jackpot JnJ final all skate, JnJ Orama 2016

Maxwell Libbrecht and Connie Wang, social dancing at JnJ ORama 2016

Maxwell Libbrecht and Connie Wang, social dancing at JnJ ORama 2016

Maxwell Libbrecht and Janelle Guido, 4th place, Open Jackpot JnJ final, JnJ O'Rama 2016

Maxwell Libbrecht and Janelle Guido, 4th place, Open Jackpot JnJ final, JnJ O'Rama 2016

Ryan Crutcher and Caitlin Antonia, All-American JnJ, JnJ Orama 2016

Ryan Crutcher and Caitlin Antonia, All-American JnJ, JnJ Orama 2016

Jon Jackson and Jenna Shimek, All-American JnJ Semis, JnJ Orama 2016

Jon Jackson and Jenna Shimek, All-American JnJ Semis, JnJ Orama 2016

Claire Carey and Maxwell Libbrecht, "2 AM", practice 2016-04-27

Claire Carey and Maxwell Libbrecht, "2 AM", practice 2016-04-27

Maxwell Libbrecht and Michelle Crozier, 6th place, Adv JnJ Finals, Song 2, Easter Swing 2016

Maxwell Libbrecht and Michelle Crozier, 6th place, Adv JnJ Finals, Song 2, Easter Swing 2016

Maxwell Libbrecht and Angela Baker, Adv JnJ Prelims, Easter Swing 2016

Maxwell Libbrecht and Angela Baker, Adv JnJ Prelims, Easter Swing 2016

Maxwell Libbrecht and Rebecca Savoca, Adv:All Star Strictly Prelims, Song 3, Easter Swing 2016

Maxwell Libbrecht and Rebecca Savoca, Adv:All Star Strictly Prelims, Song 3, Easter Swing 2016

Max Libbrecht and Rebecca Savoca, Adv:All Star Strictly Prelims, Song 1, Easter Swing 2016

Max Libbrecht and Rebecca Savoca, Adv:All Star Strictly Prelims, Song 1, Easter Swing 2016

Maxwell Libbrecht and Rebecca Tasetano, Adv JnJ Prelims, Easter Swing 2016

Maxwell Libbrecht and Rebecca Tasetano, Adv JnJ Prelims, Easter Swing 2016

Koichi Tsunoda and Caitlin Antonia, All-Star JnJ Prelims, Rose City Swing 2016

Koichi Tsunoda and Caitlin Antonia, All-Star JnJ Prelims, Rose City Swing 2016

Max Libbrecht and Danielle White, Adv JnJ Prelims, Rose City Swing 2016

Max Libbrecht and Danielle White, Adv JnJ Prelims, Rose City Swing 2016

Max Libbrecht and Rebecca Savoca, Adv Strictly Prelims Song 2, Swingcouver 2016

Max Libbrecht and Rebecca Savoca, Adv Strictly Prelims Song 2, Swingcouver 2016

Max Libbrecht and Natalie Fisher, 2nd place Adv JnJ Finals, Sea to Sky 2015

Max Libbrecht and Natalie Fisher, 2nd place Adv JnJ Finals, Sea to Sky 2015

Max Libbrecht and Jenna Shimek, Advanced JnJ Prelims Song 3, Sea to Sky 2015

Max Libbrecht and Jenna Shimek, Advanced JnJ Prelims Song 3, Sea to Sky 2015

Max Libbrecht and Carlie O'Brien, Int JnJ Prelims, Bridgetown Swing 2015

Max Libbrecht and Carlie O'Brien, Int JnJ Prelims, Bridgetown Swing 2015

Max Libbrecht and Laura McDowell, social dancing at Bridgetown Swing 2015

Max Libbrecht and Laura McDowell, social dancing at Bridgetown Swing 2015

Max Libbrecht and Kylie Brusco, Int JnJ Prelims, Bridgetown Swing 2015

Max Libbrecht and Kylie Brusco, Int JnJ Prelims, Bridgetown Swing 2015

Max Libbrecht and Emma Sackett, 2nd place, Int JnJ Prelims, Bridgetown Swing 2015, Song 2

Max Libbrecht and Emma Sackett, 2nd place, Int JnJ Prelims, Bridgetown Swing 2015, Song 2

Claire Carey and Nick de Vore, Dance til Dusk demo, song 2, 2015-08-27

Claire Carey and Nick de Vore, Dance til Dusk demo, song 2, 2015-08-27

Max Libbrecht and Claire Carey, Dance til Dusk demo, song 2, 2015-07-28

Max Libbrecht and Claire Carey, Dance til Dusk demo, song 2, 2015-07-28

Max Libbrecht and Claire Carey, Dance til Dusk demo, song 1, 2015-07-28

Max Libbrecht and Claire Carey, Dance til Dusk demo, song 1, 2015-07-28

Easter Swing 2015, Max Libbrecht and Claire Carey, Intermediate JnJ Prelims, Song 2

Easter Swing 2015, Max Libbrecht and Claire Carey, Intermediate JnJ Prelims, Song 2

2015-06-20 Max Libbrecht and Carlie O'Brien, 2nd place Dance N Play All-American Finals Song 1

2015-06-20 Max Libbrecht and Carlie O'Brien, 2nd place Dance N Play All-American Finals Song 1

2015-06-20 Max Libbrecht and Angela Baker, Dance N Play Intermediate JnJ Prelims

2015-06-20 Max Libbrecht and Angela Baker, Dance N Play Intermediate JnJ Prelims

2015-06-20 Max Libbrecht and Kylie Brusco, Dance N Play Intermediate JnJ Prelims

2015-06-20 Max Libbrecht and Kylie Brusco, Dance N Play Intermediate JnJ Prelims

2015-06-20 Max Libbrecht and Carlie O'Brien, 2nd place Dance N Play All-American Prelims Song 1

2015-06-20 Max Libbrecht and Carlie O'Brien, 2nd place Dance N Play All-American Prelims Song 1

2015-06-20 Max Libbrecht and Carlie O'Brien, 2nd place Dance N Play All-American Finals Song 2

2015-06-20 Max Libbrecht and Carlie O'Brien, 2nd place Dance N Play All-American Finals Song 2

2015-06-20 Max Libbrecht and Leah Bueing, 1st place Dance N Play Int Strictly Prelims Song 2

2015-06-20 Max Libbrecht and Leah Bueing, 1st place Dance N Play Int Strictly Prelims Song 2

Easter Swing 2015, Max Libbrecht and Carly MacConnell, Intermediate Strictly Prelims, Song 2

Easter Swing 2015, Max Libbrecht and Carly MacConnell, Intermediate Strictly Prelims, Song 2

Rose City Swing 2015, Max Libbrecht and Rosario Leonor, Intermediate JnJ Prelims, Song 1

Rose City Swing 2015, Max Libbrecht and Rosario Leonor, Intermediate JnJ Prelims, Song 1

Rose City Swing 2015, Max Libbrecht and Carly MacConnell, Intermediate JnJ Finals, Song 3

Rose City Swing 2015, Max Libbrecht and Carly MacConnell, Intermediate JnJ Finals, Song 3

Sea to Sky 2014, Max Libbrecht and Molly King, Intermediate JnJ Prelims Song 1

Sea to Sky 2014, Max Libbrecht and Molly King, Intermediate JnJ Prelims Song 1

Sea to Sky 2014, Max Libbrecht and Marylou Starr, Intermediate JnJ Semis Song 3

Sea to Sky 2014, Max Libbrecht and Marylou Starr, Intermediate JnJ Semis Song 3

Sea to Sky 2014, Max Libbrecht and Caitlin McCarthy, Intermediate JnJ Finals Song 1

Sea to Sky 2014, Max Libbrecht and Caitlin McCarthy, Intermediate JnJ Finals Song 1

2014-09-26 Bridgetown Swing, Max and Veronica, Novice JnJ Semi Song 3

2014-09-26 Bridgetown Swing, Max and Veronica, Novice JnJ Semi Song 3

2014-09-26 Bridgetown Swing, Max Libbrecht and Emily Raterman, Novice JnJ finals song 4

2014-09-26 Bridgetown Swing, Max Libbrecht and Emily Raterman, Novice JnJ finals song 4

2014-09-26 Bridgetown Swing, Max Libbrecht and Lindsey Nastos, Mixed Strictly song 3

2014-09-26 Bridgetown Swing, Max Libbrecht and Lindsey Nastos, Mixed Strictly song 3

2014-09-26 Bridgetown Swing, Max Libbrecht and Lindsey Nastos, Mixed Strictly finals song 1

2014-09-26 Bridgetown Swing, Max Libbrecht and Lindsey Nastos, Mixed Strictly finals song 1

2014-09-26 Bridgetown Swing, Max Libbrecht and Emily Raterman, Novice JnJ finals song 1

2014-09-26 Bridgetown Swing, Max Libbrecht and Emily Raterman, Novice JnJ finals song 1

WCS in Gasworks 2014-08-16: Max & Laura, "Black Satin"

WCS in Gasworks 2014-08-16: Max & Laura, "Black Satin"

WCS in Gasworks 2014-08-16: Max and Andrea, "Put the Gun Down"

WCS in Gasworks 2014-08-16: Max and Andrea, "Put the Gun Down"

WCS in Gasworks 2014-08-16: Max & Laura "Secret"

WCS in Gasworks 2014-08-16: Max & Laura "Secret"

Max and Meredith, Sea to Sky 2013, Novice Strictly Prelim Song 3

Max and Meredith, Sea to Sky 2013, Novice Strictly Prelim Song 3

Max and Andrea, Sea to Sky 2013, Novice JnJ Semi Song 4

Max and Andrea, Sea to Sky 2013, Novice JnJ Semi Song 4