IbraheemAlquraishy
commited on
Commit
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23dd196
1
Parent(s):
38dd515
init
Browse files- data.csv +0 -0
- gitattributes +35 -0
- pass_str.py +56 -0
- passmodel.joblib +3 -0
- tdif.joblib +3 -0
data.csv
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gitattributes
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*.7z filter=lfs diff=lfs merge=lfs -text
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*.arrow filter=lfs diff=lfs merge=lfs -text
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*.mlmodel filter=lfs diff=lfs merge=lfs -text
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*.model filter=lfs diff=lfs merge=lfs -text
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pass_str.py
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import pandas as pd
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import numpy as np
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import getpass
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import joblib
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from sklearn.feature_extraction.text import CountVectorizer
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from sklearn.feature_extraction.text import TfidfVectorizer
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from sklearn.model_selection import train_test_split
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from sklearn.ensemble import RandomForestClassifier
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def word(password):
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character=[]
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for i in password:
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character.append(i)
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return character
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data = pd.read_csv("data.csv")
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data=data.dropna()
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data["strength"]=data["strength"].map({0:"weak",1:"meduim",2:"strong"})
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def new():
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x = np.array(data["password"])
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y = np.array(data["strength"])
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tdif = TfidfVectorizer(tokenizer=word)
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x = tdif.fit_transform(x)
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xtrain, xtest, ytrain, ytest = train_test_split(x, y, test_size=0.05, random_state=42)
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x = np.array(data["password"])
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y = np.array(data["strength"])
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tdif = TfidfVectorizer(tokenizer=word)
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x = tdif.fit_transform(x)
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joblib.dump(tdif,"tdif.joblib")
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model = RandomForestClassifier()
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model.fit(xtrain, ytrain)
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joblib.dump(model, "passmodel.joblib")
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m=joblib.load("passmodel.joblib")
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td=joblib.load("tdif.joblib")
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user = input("Enter Password: ")
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data = td.transform([user])
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output = m.predict(data)
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print(output)
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passmodel.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:25de0cf36ec4a8dc8eaf6c1a8aa0187d2a4ba959aa21818fefca358a785b42ae
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size 1065238337
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tdif.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:db7b850850cd15c2ec10e1310056da9f814729fa15b0d8e0575f0485d1636da6
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size 4570
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