Difference between revisions of "Applications of Latent Variable Methods"
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Please download and bring the following data sets to class: | Please download and bring the following data sets to class: | ||
* Sawdust: | * Sawdust: https://openmv.net/info/sawdust | ||
* Distillation tower: | * Distillation tower: https://openmv.net/info/distillation-tower | ||
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Please download and bring the following data sets to class: | Please download and bring the following data sets to class: | ||
* Kamyr digester: | * Kamyr digester: https://openmv.net/info/kamyr-digester | ||
'''Note''': the first few slides are similar to last week's slides that we didn't cover in class. | '''Note''': the first few slides are similar to last week's slides that we didn't cover in class. | ||
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<syntaxhighlight lang="R"> | <syntaxhighlight lang="R"> | ||
# Load the data and create training/testing splits | # Load the data and create training/testing splits | ||
cheese <- read.csv(' | cheese <- read.csv('https://openmv.net/file/cheddar-cheese.csv') | ||
N = dim(cheese)[1] | N = dim(cheese)[1] | ||
set.seed(2) | set.seed(2) | ||
Revision as of 08:43, 3 January 2017
| Class date(s): | Various dates | ||||
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Class 7: soft sensors (21 October)
<pdfreflow> class_date = 21 October 2011 [3.6 Mb] button_label = Create my projector slides! show_page_layout = 1 show_frame_option = 1 pdf_file = lvm-class-7.pdf </pdfreflow> or you may download the class slides directly.
Please download and bring the following data sets to class:
- Sawdust: https://openmv.net/info/sawdust
- Distillation tower: https://openmv.net/info/distillation-tower
Class 8: advanced preprocessing, empirical models, adaptive models (21 October)
<pdfreflow> class_date = 28 October 2011 [1.3 Mb] button_label = Create my projector slides! show_page_layout = 1 show_frame_option = 1 pdf_file = lvm-class-8.pdf </pdfreflow> or you may download the class slides directly.
Please download and bring the following data sets to class:
- Kamyr digester: https://openmv.net/info/kamyr-digester
Note: the first few slides are similar to last week's slides that we didn't cover in class.
Class 9: Dealing with image data (04 November)
See the Dealing with image data section.
Class 10: Classification (11 November)
<pdfreflow> class_date = 11 November 2011 [11.4 Mb] button_label = Create my projector slides! show_page_layout = 1 show_frame_option = 1 pdf_file = lvm-class-10.pdf </pdfreflow> or you may download the class slides directly.
Also download and bring the following data set to class: