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PawelDopierala 2024-04-02 21:50:10 +02:00
parent 410b2e9e20
commit d1d6037d4a
2 changed files with 2 additions and 2 deletions
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2
Dockerfile
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@ -3,7 +3,7 @@ FROM ubuntu:latest
RUN apt-get update && \ RUN apt-get update && \
apt-get install -y python3-pip apt-get install -y python3-pip
RUN pip3 install --user kaggle pandas RUN pip3 install --user kaggle pandas sklearn
ENV PATH="/root/.local/bin:${PATH}" ENV PATH="/root/.local/bin:${PATH}"

2
data_processing.py
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@ -4,7 +4,7 @@ from sklearn.model_selection import train_test_split
import pandas as pd import pandas as pd
import subprocess import subprocess
# subprocess.run(["kaggle", "datasets", "download", "muhammadbinimran/housing-price-prediction-data", "--unzip"]) subprocess.run(["kaggle", "datasets", "download", "muhammadbinimran/housing-price-prediction-data", "--unzip"])
housing_price_dataset = pd.read_csv('housing_price_dataset.csv') housing_price_dataset = pd.read_csv('housing_price_dataset.csv')
hp_train_test, hp_dev = sklearn.model_selection.train_test_split(housing_price_dataset, test_size=0.1) hp_train_test, hp_dev = sklearn.model_selection.train_test_split(housing_price_dataset, test_size=0.1)