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Upload app.py

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+ # -*- coding: utf-8 -*-
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+ """Untitled6.ipynb
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+
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+ Automatically generated by Colaboratory.
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+
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+ Original file is located at
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+ https://colab.research.google.com/github/kdemertzis/Earthquakes/blob/main/GRADIO-Classification_ROW_FORM_BARE.ipynb
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+ """
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+
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+ """
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+ Import library
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+ """
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+ ##-- PyCaret
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+ import pycaret
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+ from pycaret.classification import *
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+ ##-- Pandas
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+ import pandas as pd
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+ from pandas import Series, DataFrame
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+
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+ url = 'https://raw.githubusercontent.com/kdemertzis/Earthquakes/main/Data/Gradio/1_3class.csv'
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+ # load the dataset
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+ df = pd.read_csv(url)
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+
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+ # setup the dataset
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+ grid = setup(data=df, target=df.columns[-1], html=False, silent=True, verbose=False)
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+
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+ best = compare_models(cross_validation=True, n_select = 10, turbo=True)
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+ compare_model_results = pull()
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+
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+ lightgbm = create_model('lightgbm')
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+
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+ dashboard(lightgbm)