taekyunk

{
	// Place your lang workspace snippets here. Each snippet is defined under a snippet name and has a scope, prefix, body and 
	// description. Add comma separated ids of the languages where the snippet is applicable in the scope field. If scope 
	// is left empty or omitted, the snippet gets applied to all languages. The prefix is what is 
	// used to trigger the snippet and the body will be expanded and inserted. Possible variables are: 
	// $1, $2 for tab stops, $0 for the final cursor position, and ${1:label}, ${2:another} for placeholders. 
	// Placeholders with the same ids are connected.
	// Example:
	// "Print to console": {
	// 	"scope": "javascript,typescript",

taekyunk

{
	// Place your foam-template workspace snippets here. Each snippet is defined under a snippet name and has a scope, prefix, body and 
	// description. Add comma separated ids of the languages where the snippet is applicable in the scope field. If scope 
	// is left empty or omitted, the snippet gets applied to all languages. The prefix is what is 
	// used to trigger the snippet and the body will be expanded and inserted. Possible variables are: 
	// $1, $2 for tab stops, $0 for the final cursor position, and ${1:label}, ${2:another} for placeholders. 
	// Placeholders with the same ids are connected.
	// Example:
	// "Print to console": {
	// 	"scope": "javascript,typescript",

taekyunk

# To simplify frontmatter of md files created in Dendron to fit my taste
# - remove 'id', 'title', 'desc'
# - convert 'created' and 'updated' to human readable format


# to enable all outputs per cell
from IPython.core.interactiveshell import InteractiveShell
InteractiveShell.ast_node_interactivity = "all"
import pandas as pd
pd.options.display.max_rows = 4000

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-==-
rc |+| ```r%\n%\e%\n```
-==-
pc |+| ```python%\n%\e%\n```
-==-
sc |+| ```sql%\n%\e%\n```
-==-
bc |+| ```bash%\n%\e%\n```
-==-
tc |+| ```text%\n%\e%\n```

taekyunk

alias gs='git status '
alias ga='git add '
alias gb='git branch '
alias gc='git commit '
alias gd='git diff'
alias gds='git diff --staged'
alias gk='gitk --all&'
alias gb='git branch '
alias gl='git log --pretty=format:"%h: %ad: %an: %s" --date=short'

taekyunk

## combine using s.e. using the logic here
# Ben 2014
# https://stackoverflow.com/a/26206495/4475353
# Ben 2023
# https://stackoverflow.com/questions/76317756/calculate-confidence-interval-of-random-fixed-effect-coefficients-in-a-mixed-e


library(tidyverse)
library(janitor)

taekyunk

import pickle

def write_pickle(obj, file_name):
    with open(file_name, 'wb') as fp:
        pickle.dump(obj, fp)

def read_pickle(file_name):
    with open(file_name, 'rb') as fp:
        result = pickle.load(fp)
    return result

taekyunk

install.packages('tidyverse')
install.packages('here')

library(tidyverse)
library(here)


# rstan -------------------------------------------------------------------

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library(MASS)
library(tidyverse)


sim <- function(r){
    n_obs <- 200
    mean_vec <- c(3, 4)
    cov_mat <- matrix(c(1, r, r, 1), nrow = 2)
    

taekyunk

# https://github.com/scikit-learn/scikit-learn/issues/12525#issuecomment-1071203398
# Just shorten the function name

import pandas as pd  
from skimpy import clean_columns
from sklearn.compose import ColumnTransformer
from sklearn.pipeline import Pipeline
from sklearn.utils.validation import check_is_fitted

def get_feature_names(column_transformer, clean_column_names=False, verbose=True):