Skip to content

Commit ddb9a71

Browse files
author
SM_SAYEED
committed
shap global feature importance recorded for Extratrees.
0 parents  commit ddb9a71

23 files changed

+10842
-0
lines changed

‎Essence of Each Step.docx‎

20.8 KB
Binary file not shown.

‎app.py‎

Lines changed: 446 additions & 0 deletions
Large diffs are not rendered by default.

‎hello.py‎

Lines changed: 9 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,9 @@
1+
from flask import Flask
2+
app = Flask(__name__)
3+
4+
@app.route("/")
5+
def home():
6+
return "Hallo! Los geht!"
7+
if __name__ == "__main__":
8+
app.run(debug=True)
9+
# To run this Flask application, save it as hello.py and execute it with Python.

‎init_music_clips.py‎

Lines changed: 17 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,17 @@
1+
import sqlite3
2+
3+
DB_NAME = 'patterns-matter.db'
4+
5+
with sqlite3.connect(DB_NAME) as conn:
6+
c = conn.cursor()
7+
c.execute('''
8+
CREATE TABLE IF NOT EXISTS music_clips (
9+
id INTEGER PRIMARY KEY AUTOINCREMENT,
10+
filename TEXT NOT NULL,
11+
title TEXT NOT NULL,
12+
description TEXT
13+
);
14+
''')
15+
conn.commit()
16+
17+
print("music_clips table created (if it didn't exist already).")

‎patterns-matter.db‎

11.7 MB
Binary file not shown.

‎requirements.txt‎

Lines changed: 14 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,14 @@
1+
blinker==1.9.0
2+
click==8.2.1
3+
colorama==0.4.6
4+
Flask==3.1.1
5+
itsdangerous==2.2.0
6+
Jinja2==3.1.6
7+
MarkupSafe==3.0.2
8+
numpy==2.3.1
9+
pandas==2.3.1
10+
python-dateutil==2.9.0.post0
11+
pytz==2025.2
12+
six==1.17.0
13+
tzdata==2025.2
14+
Werkzeug==3.1.3

‎static/bg.png‎

2.12 MB
Loading

‎static/style.css‎

Lines changed: 221 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,221 @@
1+
body {
2+
font-family: Arial, sans-serif;
3+
margin: 0;
4+
padding: 0;
5+
background: url("/static/bg.png") no-repeat center center fixed;
6+
background-size: cover;
7+
min-height: 100vh;
8+
color: #e2e8ee; /* Improved: softer, more readable text */
9+
}
10+
11+
/* Overlay for readability */
12+
body:before {
13+
content: "";
14+
position: fixed;
15+
top: 0; left: 0; right: 0; bottom: 0;
16+
background: rgba(55, 57, 59, 0.82);
17+
pointer-events: none;
18+
z-index: 0;
19+
}
20+
21+
.container {
22+
max-width: 900px;
23+
margin: 40px auto;
24+
background: #414141;
25+
padding: 2em;
26+
border-radius: 16px;
27+
box-shadow: 0 2px 16px rgb(20, 20, 20);
28+
position: relative;
29+
z-index: 1;
30+
}
31+
32+
.centered {
33+
max-width: 480px;
34+
margin: 60px auto 0 auto;
35+
background: #414141;
36+
color: #e2e8ee;
37+
padding: 2.5em 2em 2em 2em;
38+
border-radius: 16px;
39+
box-shadow: 0 2px 16px rgb(20, 20, 20);
40+
position: relative;
41+
z-index: 1;
42+
display: flex;
43+
flex-direction: column;
44+
align-items: flex-start;
45+
justify-content: center;
46+
}
47+
48+
.centered h2 {
49+
color: #f08903;
50+
font-size: 2em;
51+
font-weight: bold;
52+
margin-bottom: 1em;
53+
letter-spacing: 0.01em;
54+
}
55+
56+
.centered label {
57+
color: #e2e8ee;
58+
font-size: 1.1em;
59+
margin-bottom: 4px;
60+
font-weight: 500;
61+
}
62+
63+
.centered input[type="password"], .centered input[type="submit"] {
64+
width: 100%;
65+
margin-top: 12px;
66+
margin-bottom: 16px;
67+
padding: 13px 12px;
68+
border-radius: 7px;
69+
background: #232323;
70+
color: #e2e8ee;
71+
border: 1.5px solid #36df99;
72+
font-size: 1.08em;
73+
font-family: inherit;
74+
outline: none;
75+
box-shadow: 0 1px 5px #222a;
76+
transition: border 0.13s;
77+
}
78+
79+
.centered input[type="password"]:focus {
80+
border: 1.5px solid #f08903;
81+
}
82+
83+
.centered input[type="submit"] {
84+
background: #2a6;
85+
color: #fff;
86+
font-weight: bold;
87+
border: none;
88+
margin-top: 20px;
89+
cursor: pointer;
90+
letter-spacing: 0.03em;
91+
box-shadow: 0 1px 7px #2a6622a3;
92+
transition: background 0.18s;
93+
}
94+
.centered input[type="submit"]:hover {
95+
background: #1b4731;
96+
}
97+
.centered .msg {
98+
color: #e67e22;
99+
margin-bottom: 14px;
100+
font-weight: bold;
101+
}
102+
.centered a {
103+
color: #36df99;
104+
margin-top: 1.2em;
105+
font-weight: 500;
106+
}
107+
.centered a:hover {
108+
text-decoration: underline;
109+
color: #26bb7a;
110+
}
111+
112+
h1, h2, h3 {
113+
color: #f08903;
114+
margin-top: 0.5em;
115+
margin-bottom: 0.5em;
116+
}
117+
ul { padding-left: 1.4em; }
118+
li { margin-bottom: 0.4em; }
119+
p { color: #e2e8ee; font-size: 1.06em; line-height: 1.6; }
120+
121+
input, button, textarea, select {
122+
font-family: inherit;
123+
font-size: 1em;
124+
padding: 8px;
125+
margin-top: 8px;
126+
border-radius: 6px;
127+
border: 1px solid #855225;
128+
box-sizing: border-box;
129+
background: #232323;
130+
color: #e2e8ee;
131+
}
132+
input[type="file"] { padding: 0.5em 0; }
133+
134+
a { color: rgb(79, 235, 157); text-decoration: none; transition: color 0.18s;}
135+
a:hover { text-decoration: underline; color: #b1f6d7; }
136+
137+
.admin-link { float: right; }
138+
139+
.msg { color: #e67e22; font-weight: bold; }
140+
141+
.dataframe {
142+
border-collapse: collapse;
143+
width: 100%;
144+
margin-bottom: 2em;
145+
}
146+
.dataframe th, .dataframe td {
147+
border: 1px solid #888;
148+
padding: 8px 12px;
149+
}
150+
.dataframe th {
151+
background: #232325;
152+
color: #bafefb;
153+
}
154+
155+
.section { margin-bottom: 2.5em; }
156+
157+
.explore-links a, .return-home, .tab-link {
158+
display: inline-block;
159+
margin: 1em 2em 0 0;
160+
padding: 0.8em 2em;
161+
background: #2a6;
162+
color: #fff;
163+
border-radius: 7px;
164+
text-decoration: none;
165+
font-weight: bold;
166+
transition: background 0.13s, color 0.13s;
167+
box-shadow: 0 1px 6px #2222;
168+
}
169+
.explore-links a:hover,
170+
.return-home:hover,
171+
.tab-link:hover {
172+
background: #225c44;
173+
color: #e2e8ee;
174+
}
175+
176+
/* Portal Cards (property tabs) */
177+
.prop-tabs {
178+
display: flex; flex-wrap: wrap; margin-top: 2em; gap: 1.5em;
179+
}
180+
.tab-card {
181+
flex: 1 1 180px;
182+
background: #363636;
183+
color: #f1f1f1;
184+
border-radius: 12px;
185+
padding: 1.7em 1.2em 1.1em 1.2em;
186+
text-align: center;
187+
box-shadow: 0 1px 8px #2223;
188+
}
189+
.tab-card a {
190+
color: #caffda; font-size: 1.23em; text-decoration: none; font-weight: bold;
191+
}
192+
.tab-card a:hover { color: #fff; text-decoration: underline;}
193+
194+
/* Sub-tabs on property pages */
195+
.tabs {
196+
display: flex; gap: 2.5em; margin-top: 2.2em;
197+
}
198+
.tab-link {
199+
background: #444e50;
200+
color: #b7fff5;
201+
font-size: 1.12em;
202+
padding: 0.9em 2.2em;
203+
border-radius: 10px;
204+
text-decoration: none;
205+
font-weight: bold;
206+
box-shadow: 0 1px 5px #2223;
207+
}
208+
.tab-link:hover { background: #2a6; color: #fff;}
209+
210+
audio, video {
211+
width: 100%; max-width: 500px; margin: 10px 0;
212+
border-radius: 8px;
213+
background: #242424;
214+
}
215+
216+
@media (max-width: 650px) {
217+
.container { padding: 0.7em; }
218+
.prop-tabs { flex-direction: column; gap: 1.3em; }
219+
.tab-card { padding: 1.2em 0.7em; }
220+
.tabs { flex-direction: column; gap: 1.2em; }
221+
}

0 commit comments

Comments
 (0)