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Adrian Charkiewicz 2022-04-05 02:01:27 +02:00
parent d3b67a5548
commit 243ffdd493
2 changed files with 2 additions and 2 deletions
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2
Dockerfile
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@ -13,7 +13,7 @@ RUN pip3 install pandas
RUN pip3 install scikit-learn RUN pip3 install scikit-learn
RUN pip3 install matplotlib RUN pip3 install matplotlib
RUN mkdir ~/.kaggle/ RUN mkdir ~/.kaggle/
#RUN echo '{"username":"riraasaa","key":"1b1376b538ecd7da9e79b94d218ae3ec"}' > ~/.kaggle/kaggle.json
RUN sh chmod a+x ./script.sh RUN sh chmod a+x ./script.sh
# Create app directory in image # Create app directory in image
WORKDIR /app WORKDIR /app

2
data_processing.py
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@ -8,7 +8,7 @@ wine = pd.read_csv('winequality-red.csv')
X_train,X_rem,y_train,y_rem = train_test_split(wine.iloc[:,:-1],wine.iloc[:,-1], test_size=0.2, random_state=1,stratify=wine["quality"]) X_train,X_rem,y_train,y_rem = train_test_split(wine.iloc[:,:-1],wine.iloc[:,-1], test_size=0.2, random_state=1,stratify=wine["quality"])
X_valid, X_test, y_valid, y_test = train_test_split(X_rem,y_rem, test_size=0.5) X_valid, X_test, y_valid, y_test = train_test_split(X_rem,y_rem, test_size=0.5)
print("Wielkosc danych: train,test,valid:") print("Wielkosc danych: train, test, valid:")
print(X_train.shape) print(X_train.shape)
print(X_valid.shape) print(X_valid.shape)
print(X_test.shape) print(X_test.shape)