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xvzftube / submission.r
Created May 2, 2023 18:16
Regression on house price example
library(tidyverse)
library(tidymodels)
library(lightgbm)
library(janitor)
library(skimr)
library(bonsai)
library(baguette)
library(doParallel)
library(darknerdthemes)
train_df <- read_csv("train.csv") |>
@xvzftube
xvzftube / submission_hyperperameters.r
Created May 2, 2023 18:17
how to tune with tidymodels
##################################################################################
library(tidyverse)
library(tidymodels)
library(lightgbm)
library(janitor)
library(skimr)
library(bonsai)
library(baguette)
library(doParallel)
train_df <- read_csv("train.csv") |>
@xvzftube
xvzftube / ash.R
Created September 3, 2023 01:00
ash
library(MASS)
waiting <- geyser$waiting
n <- length(waiting)
m <- 14
a <- min(waiting)
b <- max(waiting)
h <- 7.27037
delta <- h / m
# get the bin counts
@xvzftube
xvzftube / ash_cdf.R
Created September 3, 2023 01:20
ash cdf
library(MASS)
waiting <- geyser$waiting
n <- length(waiting)
print(n)
m <- 3
a <- min(waiting)
b <- max(waiting)
h <- 7.27037
delta <- h / m
library(MASS)
library(tidyverse)
waiting <- geyser$waiting
n <- length(waiting)
print(n)
m <- 16
a <- min(waiting)
b <- max(waiting)