gbaeza2002

"""
Análisis de Reseñas de Transporte en Santiago
Evaluación 2 - Machine Learning
"""

import pandas as pd
import numpy as np
from sklearn.model_selection import train_test_split, KFold
import warnings
warnings.filterwarnings('ignore')

gbaeza2002

import os
import numpy as np
import matplotlib.pyplot as plt
import tensorflow as tf
from tensorflow.keras.preprocessing import image
from tensorflow.keras.applications.mobilenet_v2 import MobileNetV2, preprocess_input, decode_predictions

# -----------------------------
# CONFIGURACIONES
# -----------------------------

gbaeza2002

import mysql.connector
import anthropic
from datetime import datetime
import json

# Configuración de la conexión a MySQL
db_config = {
    'host': 'localhost',
    'user': '----',
    'password': '-----',

gbaeza2002

# IMPLEMENTACIÓN DE MODELOS PREDICTIVOS. CASO PREDICTIVO DE MERMAS

import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import StandardScaler, OneHotEncoder
from sklearn.compose import ColumnTransformer
from sklearn.pipeline import Pipeline

gbaeza2002

#install.packages("RMySQL")
#install.packages("dplyr")
#install.packages("ggplot2")

#2.- Habilitacion de paquetes
library(RMySQL)
library(dplyr)
library(ggplot2)