Mohammadmehdi Saberioon saberioon

## Orthogonal Signal Correction (OSC) for PLS models OSC-PLS (OPLS)
#see updated code base and some examples in the function "test"
# https://github.com/dgrapov/devium/blob/master/R/Devium%20PLS%20%20and%20OPLS.r

#Orthogonal Signal Correction for PLS models (OPLS)
#adapted from an example in the book <a href="http://www.springer.com/life+sciences/systems+biology+an+bioinfomatics/book/978-3-642-17840-5">"Chemometrics with R by Ron Wehrens"</a>

#this code requires the following packages:
need.packages<-c("pls", # to generate PLS models
"ggplot2" ) # to plot results

## timeseries_cnn.py
#!/usr/bin/env python
"""
Example of using Keras to implement a 1D convolutional neural network (CNN) for timeseries prediction.
"""

from __future__ import print_function, division

import numpy as np
from keras.layers import Convolution1D, Dense, MaxPooling1D, Flatten
from keras.models import Sequential

## agx_xavier_tips-and-tricks.md

      
        
          
            
              
              1 file
            
          
          
            
              
              11 forks
            
          
          
            
              
              2 comments
            
          
          
            
              
              38 stars
            
          
        
        
          
              
          
          
            
                andrewssobral
                / agx_xavier_tips-and-tricks.md
            
            
              Last active
              April 12, 2024 18:21
            
              
                Tips and Tricks for Jetson AGX Xavier
              
          
        
      
        
  
      
    Tips and Tricks for Jetson AGX Xavier

This document contains useful software and links to documentation that we have found to be useful when working with Jetson AGX Xavier.
Copied from: https://git.its.aau.dk/WW82ZE/docs_xavier/src/branch/master
Links

Nvidia Developer forum Jetson AGX Xavier topic

https://forums.developer.nvidia.com/c/agx-autonomous-machines/jetson-embedded-systems/jetson-agx-xavier/75

Jetson Community Projects
	#see updated code base and some examples in the function "test"
	# https://github.com/dgrapov/devium/blob/master/R/Devium%20PLS%20%20and%20OPLS.r

	#Orthogonal Signal Correction for PLS models (OPLS)
	#adapted from an example in the book <a href="http://www.springer.com/life+sciences/systems+biology+an+bioinfomatics/book/978-3-642-17840-5">"Chemometrics with R by Ron Wehrens"</a>

	#this code requires the following packages:
	need.packages<-c("pls", # to generate PLS models
	"ggplot2" ) # to plot results
	#!/usr/bin/env python
	"""
	Example of using Keras to implement a 1D convolutional neural network (CNN) for timeseries prediction.
	"""

	from __future__ import print_function, division

	import numpy as np
	from keras.layers import Convolution1D, Dense, MaxPooling1D, Flatten
	from keras.models import Sequential