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79f0ab18db
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90ea83a9f0
@ -1,7 +1,6 @@
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FROM ubuntu:latest
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RUN apt update && apt install -y figlet
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RUN apt install unzip -y
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RUN apt install python3-pip -y
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RUN pip3 install kaggle
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@ -10,7 +10,7 @@ node {
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checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: 's487197', url: 'https://git.wmi.amu.edu.pl/s487197/ium_487197']]])
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}
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stage('Dockerfile'){
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def testImage = docker.image('s487197/ium:34')
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def testImage = docker.image('s487197/ium:33')
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testImage.inside{
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copyArtifacts filter: 'baltimore_train.csv', projectName: 's487197-create-dataset'
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sh "python3 ium_train.py"
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@ -26,7 +26,7 @@ def get_x_y(data):
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def predict():
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model = load_model('baltimore_model.h5')
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model = load_model('baltimore_model3')
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train = pd.read_csv('baltimore_train.csv')
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baltimore_data_test = pd.read_csv('baltimore_test.csv')
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@ -48,7 +48,7 @@ def train_model():
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validation_split=0.2)
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hist = pd.DataFrame(history.history)
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hist['epoch'] = history.epoch
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model.save('baltimore_model.h5')
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model.save('baltimore_model3')
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train_model()
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