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kdemertzis
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Upload app.py
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app.py
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# -*- coding: utf-8 -*-
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"""Untitled6.ipynb
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Automatically generated by Colaboratory.
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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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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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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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# 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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best = compare_models(cross_validation=True, n_select = 10, turbo=True)
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compare_model_results = pull()
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lightgbm = create_model('lightgbm')
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dashboard(lightgbm)
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