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Skrypt

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Kornelia Girejko 2022-03-27 21:47:41 +02:00
parent 6f3e894561
commit bff39667bf
1 changed files with 12 additions and 18 deletions
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skrypt.sh
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@ -1,18 +1,12 @@
kaggle datasets download -d shree1992/housedata kaggle datasets download -d shree1992/housedata
unzip -o housedata.zip unzip -o housedata.zip
!wc -l data.csv wc -l data.csv
data = pd.read_csv('data.csv')
head -n -1 data.csv | shuf > data.csv.shuf
!head -n -1 data.csv | shuf > data.csv.shuf
head -n 460 data.csv.shuf > data.csv.test
!head -n 460 data.csv.shuf > data.csv.test head -n 920 data.csv.shuf | tail -n 460 > data.csv.dev
!head -n 920 data.csv.shuf | tail -n 460 > data.csv.dev tail -n +920 data.csv.shuf > data.csv.train
!tail -n +920 data.csv.shuf > data.csv.train
rm data.csv.shuf
!rm data.csv.shuf
!wc -l data.csv*
data_test = pd.read_csv('data.csv.test')
data_dev = pd.read_csv('data.csv.dev')
data_train = pd.read_csv('data.csv.train')