Spaces:
Runtime error
Runtime error
Commit
•
4599a59
1
Parent(s):
b261baf
Upload 7 files
Browse files- BankNote_Authentication.csv +1373 -0
- TestFile.csv +10 -0
- app1.py +93 -0
- classifier.pkl +3 -0
- flask_api.py +86 -0
- requirements.txt +6 -0
- setup.sh +11 -0
BankNote_Authentication.csv
ADDED
@@ -0,0 +1,1373 @@
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1 |
+
variance,skewness,curtosis,entropy,class
|
2 |
+
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|
3 |
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4 |
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7 |
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8 |
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9 |
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18 |
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1346 |
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1349 |
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1351 |
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|
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1354 |
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|
1356 |
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|
1357 |
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1358 |
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|
1359 |
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|
1360 |
+
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|
1361 |
+
0.066129,2.4914,-2.9401,-0.62156,1
|
1362 |
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|
1363 |
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|
1364 |
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|
1365 |
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|
1366 |
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|
1367 |
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|
1368 |
+
-2.41,3.7433,-0.40215,-1.2953,1
|
1369 |
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0.40614,1.3492,-1.4501,-0.55949,1
|
1370 |
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|
1371 |
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|
1372 |
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-3.5637,-8.3827,12.393,-1.2823,1
|
1373 |
+
-2.5419,-0.65804,2.6842,1.1952,1
|
TestFile.csv
ADDED
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
variance,skewness,curtosis,entropy
|
2 |
+
3.6216,8.6661,-2.8073,-0.44699
|
3 |
+
4.5459,8.1674,-2.4586,-1.4621
|
4 |
+
3.866,-2.6383,1.9242,0.10645
|
5 |
+
3.4566,9.5228,-4.0112,-3.5944
|
6 |
+
-0.47465,-4.3496,1.9901,0.7517
|
7 |
+
1.0552,1.1857,-2.6411,0.11033
|
8 |
+
1.1644,3.8095,-4.9408,-4.0909
|
9 |
+
-4.4779,7.3708,-0.31218,-6.7754
|
10 |
+
-2.7338,0.45523,2.4391,0.21766
|
app1.py
ADDED
@@ -0,0 +1,93 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
# -*- coding: utf-8 -*-
|
2 |
+
"""
|
3 |
+
Created on Sat Jun 13 02:20:31 2020
|
4 |
+
|
5 |
+
@author: Krish Naik
|
6 |
+
"""
|
7 |
+
|
8 |
+
# -*- coding: utf-8 -*-
|
9 |
+
"""
|
10 |
+
Created on Fri May 15 12:50:04 2020
|
11 |
+
|
12 |
+
@author: krish.naik
|
13 |
+
"""
|
14 |
+
|
15 |
+
|
16 |
+
import numpy as np
|
17 |
+
import pickle
|
18 |
+
import pandas as pd
|
19 |
+
#from flasgger import Swagger
|
20 |
+
import streamlit as st
|
21 |
+
|
22 |
+
from PIL import Image
|
23 |
+
|
24 |
+
#app=Flask(__name__)
|
25 |
+
#Swagger(app)
|
26 |
+
|
27 |
+
pickle_in = open("classifier.pkl","rb")
|
28 |
+
classifier=pickle.load(pickle_in)
|
29 |
+
|
30 |
+
#@app.route('/')
|
31 |
+
def welcome():
|
32 |
+
return "Welcome All"
|
33 |
+
|
34 |
+
#@app.route('/predict',methods=["Get"])
|
35 |
+
def predict_note_authentication(variance,skewness,curtosis,entropy):
|
36 |
+
|
37 |
+
"""Let's Authenticate the Banks Note
|
38 |
+
This is using docstrings for specifications.
|
39 |
+
---
|
40 |
+
parameters:
|
41 |
+
- name: variance
|
42 |
+
in: query
|
43 |
+
type: number
|
44 |
+
required: true
|
45 |
+
- name: skewness
|
46 |
+
in: query
|
47 |
+
type: number
|
48 |
+
required: true
|
49 |
+
- name: curtosis
|
50 |
+
in: query
|
51 |
+
type: number
|
52 |
+
required: true
|
53 |
+
- name: entropy
|
54 |
+
in: query
|
55 |
+
type: number
|
56 |
+
required: true
|
57 |
+
responses:
|
58 |
+
200:
|
59 |
+
description: The output values
|
60 |
+
|
61 |
+
"""
|
62 |
+
|
63 |
+
prediction=classifier.predict([[variance,skewness,curtosis,entropy]])
|
64 |
+
print(prediction)
|
65 |
+
return prediction
|
66 |
+
|
67 |
+
|
68 |
+
|
69 |
+
def main():
|
70 |
+
st.title("Bank Authenticator")
|
71 |
+
html_temp = """
|
72 |
+
<div style="background-color:tomato;padding:10px">
|
73 |
+
<h2 style="color:white;text-align:center;">Streamlit Bank Authenticator ML App </h2>
|
74 |
+
</div>
|
75 |
+
"""
|
76 |
+
st.markdown(html_temp,unsafe_allow_html=True)
|
77 |
+
variance = st.text_input("Variance","Type Here")
|
78 |
+
skewness = st.text_input("skewness","Type Here")
|
79 |
+
curtosis = st.text_input("curtosis","Type Here")
|
80 |
+
entropy = st.text_input("entropy","Type Here")
|
81 |
+
result=""
|
82 |
+
if st.button("Predict"):
|
83 |
+
result=predict_note_authentication(variance,skewness,curtosis,entropy)
|
84 |
+
st.success('The output is {}'.format(result))
|
85 |
+
if st.button("About"):
|
86 |
+
st.text("Lets LEarn")
|
87 |
+
st.text("Built with Streamlit")
|
88 |
+
|
89 |
+
if __name__=='__main__':
|
90 |
+
main()
|
91 |
+
|
92 |
+
|
93 |
+
|
classifier.pkl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:48dc349449a2502f979ebbc5f8ced902c1f98345ce640d7ef78e8aa52a46beef
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size 382410
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flask_api.py
ADDED
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# -*- coding: utf-8 -*-
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"""
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Created on Fri May 15 12:50:04 2020
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@author: krish.naik
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"""
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from flask import Flask, request
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import numpy as np
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import pickle
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import pandas as pd
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import flasgger
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from flasgger import Swagger
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app=Flask(__name__)
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Swagger(app)
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pickle_in = open("classifier.pkl","rb")
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classifier=pickle.load(pickle_in)
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@app.route('/')
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def welcome():
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return "Welcome All"
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@app.route('/predict',methods=["Get"])
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def predict_note_authentication():
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"""Let's Authenticate the Banks Note
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This is using docstrings for specifications.
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---
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parameters:
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- name: variance
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in: query
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type: number
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required: true
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- name: skewness
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in: query
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type: number
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required: true
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- name: curtosis
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in: query
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type: number
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required: true
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- name: entropy
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in: query
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type: number
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required: true
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responses:
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200:
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description: The output values
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"""
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variance=request.args.get("variance")
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skewness=request.args.get("skewness")
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curtosis=request.args.get("curtosis")
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entropy=request.args.get("entropy")
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prediction=classifier.predict([[variance,skewness,curtosis,entropy]])
|
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print(prediction)
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return "Hello The answer is"+str(prediction)
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@app.route('/predict_file',methods=["POST"])
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def predict_note_file():
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"""Let's Authenticate the Banks Note
|
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This is using docstrings for specifications.
|
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---
|
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parameters:
|
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- name: file
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in: formData
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type: file
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required: true
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|
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responses:
|
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200:
|
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description: The output values
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|
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"""
|
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df_test=pd.read_csv(request.files.get("file"))
|
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print(df_test.head())
|
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prediction=classifier.predict(df_test)
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|
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return str(list(prediction))
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|
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if __name__=='__main__':
|
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app.run(host='0.0.0.0',port=8000)
|
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|
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+
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requirements.txt
ADDED
@@ -0,0 +1,6 @@
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|
1 |
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flasgger==0.9.5
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Flask==1.1.2
|
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numpy==1.21.5
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pandas==1.4.4
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Pillow==9.3.0
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streamlit==1.15.2
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setup.sh
ADDED
@@ -0,0 +1,11 @@
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|
1 |
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mkdir -p ~/.streamlit/
|
2 |
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echo "\
|
3 |
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[general]\n\
|
4 |
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email = \"your-email@domain.com\"\n\
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5 |
+
" > ~/.streamlit/credentials.toml
|
6 |
+
echo "\
|
7 |
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[server]\n\
|
8 |
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headless = true\n\
|
9 |
+
enableCORS=false\n\
|
10 |
+
port = $PORT\n\
|
11 |
+
" > ~/.streamlit/config.toml
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