Ayush Thakur ayushthakur

## understanding-roll-py.ipynb

      
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                ayushthakur
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              February 23, 2025 23:10
            
              
                Understanding roll py.ipynb
              
          
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## LLM.md

      
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                ayushthakur
                / LLM.md
            
            
              Created
              September 7, 2023 06:15
                — forked from rain-1/LLM.md
            
              
                LLM Introduction: Learn Language Models
              
          
    Purpose

Bootstrap knowledge of LLMs ASAP. With a bias/focus to GPT.
Avoid being a link dump. Try to provide only valuable well tuned information.
Prelude

Neural network links before starting with transformers.

  
## polls_sample_file.csv

          
            vote
            group
            value

            
              men
               yes
               20

            
              men
               no
               80

            
              women
               no
               30

            
              women
               yes
               70

## ipak.R
# ipak function: install and load multiple R packages.
# check to see if packages are installed. Install them if they are not, then load them into the R session.

ipak <- function(pkg){
    new.pkg <- pkg[!(pkg %in% installed.packages()[, "Package"])]
    if (length(new.pkg))
        install.packages(new.pkg, dependencies = TRUE)
    sapply(pkg, require, character.only = TRUE)
}
	# ipak function: install and load multiple R packages.
	# check to see if packages are installed. Install them if they are not, then load them into the R session.

	ipak <- function(pkg){
	new.pkg <- pkg[!(pkg %in% installed.packages()[, "Package"])]
	if (length(new.pkg))
	install.packages(new.pkg, dependencies = TRUE)
	sapply(pkg, require, character.only = TRUE)
	}