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6999246
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Parent(s):
2037d6c
Update app.py
Browse files
app.py
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@@ -1,22 +1,6 @@
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import torch
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import torch.nn as nn
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from torch.nn import functional as F
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import torch.optim as optim
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import pandas as pd
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import numpy as np
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import seaborn as sns
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import matplotlib.pyplot as plt
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from sklearn.model_selection import train_test_split
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from sklearn.model_selection import KFold
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from sklearn.model_selection import GridSearchCV
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from sklearn.ensemble import RandomForestClassifier
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from sklearn.feature_extraction.text import TfidfVectorizer
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from sklearn.naive_bayes import MultinomialNB
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from sklearn.linear_model import LogisticRegression
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from sklearn.metrics import accuracy_score, classification_report
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from sklearn.metrics import roc_curve, auc, confusion_matrix
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from sklearn.metrics import accuracy_score, precision_score, recall_score, f1_score
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from sklearn.pipeline import make_pipeline
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from sklearn.pipeline import Pipeline
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import joblib
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nltk.download('stopwords')
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nltk.download('punkt')
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import os
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import streamlit as st
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import functions
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from sklearn.feature_extraction.text import TfidfVectorizer
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from sklearn.naive_bayes import MultinomialNB
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from sklearn.linear_model import LogisticRegression
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from sklearn.pipeline import make_pipeline
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from sklearn.pipeline import Pipeline
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import joblib
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nltk.download('stopwords')
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nltk.download('punkt')
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import streamlit as st
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import functions
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