Ninluc/Reseaux-de-neurones-artificiels-Perceptrons
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

MonoLayer Perceptron
All checks were successful
linter / quality (push) Successful in 6m16s
Details
tests / ci (8.4) (push) Successful in 4m10s
Details
tests / ci (8.5) (push) Successful in 4m29s
Details

Browse Source
This commit is contained in:
Matthias Guillitte
2026-04-04 16:45:04 +02:00
parent f6620c2eca
commit 2f4db07918
21 changed files with 641 additions and 226 deletions
Download Patch File Download Diff File Expand all files Collapse all files

300
public/data_sets/table_3_1.csv
View File

@@ -1,150 +1,150 @@
2.8,1.9,-1,-1,1
2.9,1.8,-1,-1,1
2.2,1.5,-1,-1,1
1.3,5.6,-1,1,-1
-1.2,1.6,1,-1,-1
2.5,1.7,-1,-1,1
3.1,2.3,-1,-1,1
2.8,2.4,-1,-1,1
-1.2,1.5,1,-1,-1
1.4,6.1,-1,1,-1
-1.2,1.3,1,-1,-1
3.1,1.8,-1,-1,1
3.3,2.5,-1,-1,1
3.4,2.3,-1,-1,1
1.5,5.9,-1,1,-1
1.3,5.6,-1,1,-1
-1.2,1,1,-1,-1
3,2.1,-1,-1,1
1.4,5.2,-1,1,-1
1.2,5.5,-1,1,-1
1.4,6.7,-1,1,-1
-1.3,1.7,1,-1,-1
1,5.7,-1,1,-1
2.6,1.4,-1,-1,1
1.6,6,-1,1,-1
1.2,5.8,-1,1,-1
1.4,6.1,-1,1,-1
1.3,5.7,-1,1,-1
-1.2,1.4,1,-1,-1
1,5.5,-1,1,-1
3.1,2.1,-1,-1,1
-1.4,1.7,1,-1,-1
1.6,6.3,-1,1,-1
-1.2,1.4,1,-1,-1
2.7,1.9,-1,-1,1
1.1,5.5,-1,1,-1
3,1.8,-1,-1,1
3.8,2,-1,-1,1
2.8,2.1,-1,-1,1
1,5,-1,1,-1
2.8,2,-1,-1,1
-1.2,1.6,1,-1,-1
1.3,6.6,-1,1,-1
1.6,6,-1,1,-1
3,1.6,-1,-1,1
-1.1,1.1,1,-1,-1
2.9,1.8,-1,-1,1
3,1.8,-1,-1,1
-1.2,1.4,1,-1,-1
1,5.8,-1,1,-1
1.2,5.7,-1,1,-1
2.8,1.5,-1,-1,1
-1.4,1.6,1,-1,-1
-1.2,1.4,1,-1,-1
2.8,2.2,-1,-1,1
-1.5,1.7,1,-1,-1
1,4.9,-1,1,-1
1.3,5.7,-1,1,-1
3.2,2.3,-1,-1,1
-1.3,1.5,1,-1,-1
-1.2,1.2,1,-1,-1
-1.2,1.6,1,-1,-1
3,2.1,-1,-1,1
-1.4,1.5,1,-1,-1
1.3,5.5,-1,1,-1
3.3,2.5,-1,-1,1
3.1,2.4,-1,-1,1
1.8,5.9,-1,1,-1
2.7,1.9,-1,-1,1
1.5,6.3,-1,1,-1
-1.3,1.4,1,-1,-1
1,5,-1,1,-1
3.2,2.3,-1,-1,1
-1.3,1.4,1,-1,-1
3,2.1,-1,-1,1
3.2,2,-1,-1,1
1.3,6.3,-1,1,-1
1.4,7,-1,1,-1
-1.2,1.7,1,-1,-1
1.4,6.6,-1,1,-1
1.2,5.8,-1,1,-1
3,2,-1,-1,1
-1.2,1.6,1,-1,-1
1.5,6.2,-1,1,-1
1.5,6.4,-1,1,-1
-1.2,1.9,1,-1,-1
3.2,2.3,-1,-1,1
-1.2,1.5,1,-1,-1
1.5,5.4,-1,1,-1
1.5,6,-1,1,-1
1.5,6.9,-1,1,-1
-1.4,1.5,1,-1,-1
1.3,6.4,-1,1,-1
2.8,2,-1,-1,1
-1.2,1.5,1,-1,-1
-1.1,1.5,1,-1,-1
3.6,2.5,-1,-1,1
1.1,5.1,-1,1,-1
-1.1,1.5,1,-1,-1
-1.2,1.5,1,-1,-1
3.4,2.4,-1,-1,1
-1.3,1.3,1,-1,-1
3,2.3,-1,-1,1
-1.1,1.5,1,-1,-1
1.1,5.6,-1,1,-1
1.3,5.6,-1,1,-1
-1.2,1.5,1,-1,-1
-1.2,1.3,1,-1,-1
1.7,6.7,-1,1,-1
-1.2,1.3,1,-1,-1
-1.4,1.3,1,-1,-1
2.5,1.8,-1,-1,1
-1.4,1.5,1,-1,-1
1.5,6.5,-1,1,-1
2.6,2.3,-1,-1,1
-1.2,1.4,1,-1,-1
1.5,5.6,-1,1,-1
1.3,5.7,-1,1,-1
1.2,6.1,-1,1,-1
3,2.2,-1,-1,1
3,1.8,-1,-1,1
-1.1,1.4,1,-1,-1
1.4,6.8,-1,1,-1
-1.6,1.6,1,-1,-1
-1.2,1.4,1,-1,-1
3.2,1.8,-1,-1,1
-1.2,1.5,1,-1,-1
2.7,1.8,-1,-1,1
-1.3,1.4,1,-1,-1
1.3,6.2,-1,1,-1
-1.3,1.3,1,-1,-1
3,1.8,-1,-1,1
2.7,1.9,-1,-1,1
-1.2,1.4,1,-1,-1
-1.2,1.2,1,-1,-1
1.5,6.7,-1,1,-1
2.5,1.9,-1,-1,1
3.3,2.1,-1,-1,1
2.8,1.8,-1,-1,1
-1.2,1.3,1,-1,-1
3.8,2.2,-1,-1,1
2.5,2,-1,-1,1
1.3,6.1,-1,1,-1
-1.2,1.4,1,-1,-1
-1.1,1.5,1,-1,-1
3,2.3,-1,-1,1
-1.4,1.9,1,-1,-1
-1.2,1.6,1,-1,-1
1,6,-1,1,-1
1.3,5.5,-1,1,-1
2.8,1.9,1
2.9,1.8,1
2.2,1.5,1
1.3,5.6,0
-1.2,1.6,-1
2.5,1.7,1
3.1,2.3,1
2.8,2.4,1
-1.2,1.5,-1
1.4,6.1,0
-1.2,1.3,-1
3.1,1.8,1
3.3,2.5,1
3.4,2.3,1
1.5,5.9,0
1.3,5.6,0
-1.2,1,-1
3,2.1,1
1.4,5.2,0
1.2,5.5,0
1.4,6.7,0
-1.3,1.7,-1
1,5.7,0
2.6,1.4,1
1.6,6,0
1.2,5.8,0
1.4,6.1,0
1.3,5.7,0
-1.2,1.4,-1
1,5.5,0
3.1,2.1,1
-1.4,1.7,-1
1.6,6.3,0
-1.2,1.4,-1
2.7,1.9,1
1.1,5.5,0
3,1.8,1
3.8,2,1
2.8,2.1,1
1,5,0
2.8,2,1
-1.2,1.6,-1
1.3,6.6,0
1.6,6,0
3,1.6,1
-1.1,1.1,-1
2.9,1.8,1
3,1.8,1
-1.2,1.4,-1
1,5.8,0
1.2,5.7,0
2.8,1.5,1
-1.4,1.6,-1
-1.2,1.4,-1
2.8,2.2,1
-1.5,1.7,-1
1,4.9,0
1.3,5.7,0
3.2,2.3,1
-1.3,1.5,-1
-1.2,1.2,-1
-1.2,1.6,-1
3,2.1,1
-1.4,1.5,-1
1.3,5.5,0
3.3,2.5,1
3.1,2.4,1
1.8,5.9,0
2.7,1.9,1
1.5,6.3,0
-1.3,1.4,-1
1,5,0
3.2,2.3,1
-1.3,1.4,-1
3,2.1,1
3.2,2,1
1.3,6.3,0
1.4,7,0
-1.2,1.7,-1
1.4,6.6,0
1.2,5.8,0
3,2,1
-1.2,1.6,-1
1.5,6.2,0
1.5,6.4,0
-1.2,1.9,-1
3.2,2.3,1
-1.2,1.5,-1
1.5,5.4,0
1.5,6,0
1.5,6.9,0
-1.4,1.5,-1
1.3,6.4,0
2.8,2,1
-1.2,1.5,-1
-1.1,1.5,-1
3.6,2.5,1
1.1,5.1,0
-1.1,1.5,-1
-1.2,1.5,-1
3.4,2.4,1
-1.3,1.3,-1
3,2.3,1
-1.1,1.5,-1
1.1,5.6,0
1.3,5.6,0
-1.2,1.5,-1
-1.2,1.3,-1
1.7,6.7,0
-1.2,1.3,-1
-1.4,1.3,-1
2.5,1.8,1
-1.4,1.5,-1
1.5,6.5,0
2.6,2.3,1
-1.2,1.4,-1
1.5,5.6,0
1.3,5.7,0
1.2,6.1,0
3,2.2,1
3,1.8,1
-1.1,1.4,-1
1.4,6.8,0
-1.6,1.6,-1
-1.2,1.4,-1
3.2,1.8,1
-1.2,1.5,-1
2.7,1.8,1
-1.3,1.4,-1
1.3,6.2,0
-1.3,1.3,-1
3,1.8,1
2.7,1.9,1
-1.2,1.4,-1
-1.2,1.2,-1
1.5,6.7,0
2.5,1.9,1
3.3,2.1,1
2.8,1.8,1
-1.2,1.3,-1
3.8,2.2,1
2.5,2,1
1.3,6.1,0
-1.2,1.4,-1
-1.1,1.5,-1
3,2.3,1
-1.4,1.9,-1
-1.2,1.6,-1
1,6,0
1.3,5.5,0
1 2.8 1.9 -1 1 -1
2 2.9 1.8 -1 1 -1
3 2.2 1.5 -1 1 -1
4 1.3 5.6 -1 -1 0 1
5 -1.2 1.6 1 -1 -1
6 2.5 1.7 -1 1 -1
7 3.1 2.3 -1 1 -1
8 2.8 2.4 -1 1 -1
9 -1.2 1.5 1 -1 -1
10 1.4 6.1 -1 -1 0 1
11 -1.2 1.3 1 -1 -1
12 3.1 1.8 -1 1 -1
13 3.3 2.5 -1 1 -1
14 3.4 2.3 -1 1 -1
15 1.5 5.9 -1 -1 0 1
16 1.3 5.6 -1 -1 0 1
17 -1.2 1 1 -1 -1
18 3 2.1 -1 1 -1
19 1.4 5.2 -1 -1 0 1
20 1.2 5.5 -1 -1 0 1
21 1.4 6.7 -1 -1 0 1
22 -1.3 1.7 1 -1 -1
23 1 5.7 -1 -1 0 1
24 2.6 1.4 -1 1 -1
25 1.6 6 -1 -1 0 1
26 1.2 5.8 -1 -1 0 1
27 1.4 6.1 -1 -1 0 1
28 1.3 5.7 -1 -1 0 1
29 -1.2 1.4 1 -1 -1
30 1 5.5 -1 -1 0 1
31 3.1 2.1 -1 1 -1
32 -1.4 1.7 1 -1 -1
33 1.6 6.3 -1 -1 0 1
34 -1.2 1.4 1 -1 -1
35 2.7 1.9 -1 1 -1
36 1.1 5.5 -1 -1 0 1
37 3 1.8 -1 1 -1
38 3.8 2 -1 1 -1
39 2.8 2.1 -1 1 -1
40 1 5 -1 -1 0 1
41 2.8 2 -1 1 -1
42 -1.2 1.6 1 -1 -1
43 1.3 6.6 -1 -1 0 1
44 1.6 6 -1 -1 0 1
45 3 1.6 -1 1 -1
46 -1.1 1.1 1 -1 -1
47 2.9 1.8 -1 1 -1
48 3 1.8 -1 1 -1
49 -1.2 1.4 1 -1 -1
50 1 5.8 -1 -1 0 1
51 1.2 5.7 -1 -1 0 1
52 2.8 1.5 -1 1 -1
53 -1.4 1.6 1 -1 -1
54 -1.2 1.4 1 -1 -1
55 2.8 2.2 -1 1 -1
56 -1.5 1.7 1 -1 -1
57 1 4.9 -1 -1 0 1
58 1.3 5.7 -1 -1 0 1
59 3.2 2.3 -1 1 -1
60 -1.3 1.5 1 -1 -1
61 -1.2 1.2 1 -1 -1
62 -1.2 1.6 1 -1 -1
63 3 2.1 -1 1 -1
64 -1.4 1.5 1 -1 -1
65 1.3 5.5 -1 -1 0 1
66 3.3 2.5 -1 1 -1
67 3.1 2.4 -1 1 -1
68 1.8 5.9 -1 -1 0 1
69 2.7 1.9 -1 1 -1
70 1.5 6.3 -1 -1 0 1
71 -1.3 1.4 1 -1 -1
72 1 5 -1 -1 0 1
73 3.2 2.3 -1 1 -1
74 -1.3 1.4 1 -1 -1
75 3 2.1 -1 1 -1
76 3.2 2 -1 1 -1
77 1.3 6.3 -1 -1 0 1
78 1.4 7 -1 -1 0 1
79 -1.2 1.7 1 -1 -1
80 1.4 6.6 -1 -1 0 1
81 1.2 5.8 -1 -1 0 1
82 3 2 -1 1 -1
83 -1.2 1.6 1 -1 -1
84 1.5 6.2 -1 -1 0 1
85 1.5 6.4 -1 -1 0 1
86 -1.2 1.9 1 -1 -1
87 3.2 2.3 -1 1 -1
88 -1.2 1.5 1 -1 -1
89 1.5 5.4 -1 -1 0 1
90 1.5 6 -1 -1 0 1
91 1.5 6.9 -1 -1 0 1
92 -1.4 1.5 1 -1 -1
93 1.3 6.4 -1 -1 0 1
94 2.8 2 -1 1 -1
95 -1.2 1.5 1 -1 -1
96 -1.1 1.5 1 -1 -1
97 3.6 2.5 -1 1 -1
98 1.1 5.1 -1 -1 0 1
99 -1.1 1.5 1 -1 -1
100 -1.2 1.5 1 -1 -1
101 3.4 2.4 -1 1 -1
102 -1.3 1.3 1 -1 -1
103 3 2.3 -1 1 -1
104 -1.1 1.5 1 -1 -1
105 1.1 5.6 -1 -1 0 1
106 1.3 5.6 -1 -1 0 1
107 -1.2 1.5 1 -1 -1
108 -1.2 1.3 1 -1 -1
109 1.7 6.7 -1 -1 0 1
110 -1.2 1.3 1 -1 -1
111 -1.4 1.3 1 -1 -1
112 2.5 1.8 -1 1 -1
113 -1.4 1.5 1 -1 -1
114 1.5 6.5 -1 -1 0 1
115 2.6 2.3 -1 1 -1
116 -1.2 1.4 1 -1 -1
117 1.5 5.6 -1 -1 0 1
118 1.3 5.7 -1 -1 0 1
119 1.2 6.1 -1 -1 0 1
120 3 2.2 -1 1 -1
121 3 1.8 -1 1 -1
122 -1.1 1.4 1 -1 -1
123 1.4 6.8 -1 -1 0 1
124 -1.6 1.6 1 -1 -1
125 -1.2 1.4 1 -1 -1
126 3.2 1.8 -1 1 -1
127 -1.2 1.5 1 -1 -1
128 2.7 1.8 -1 1 -1
129 -1.3 1.4 1 -1 -1
130 1.3 6.2 -1 -1 0 1
131 -1.3 1.3 1 -1 -1
132 3 1.8 -1 1 -1
133 2.7 1.9 -1 1 -1
134 -1.2 1.4 1 -1 -1
135 -1.2 1.2 1 -1 -1
136 1.5 6.7 -1 -1 0 1
137 2.5 1.9 -1 1 -1
138 3.3 2.1 -1 1 -1
139 2.8 1.8 -1 1 -1
140 -1.2 1.3 1 -1 -1
141 3.8 2.2 -1 1 -1
142 2.5 2 -1 1 -1
143 1.3 6.1 -1 -1 0 1
144 -1.2 1.4 1 -1 -1
145 -1.1 1.5 1 -1 -1
146 3 2.3 -1 1 -1
147 -1.4 1.9 1 -1 -1
148 -1.2 1.6 1 -1 -1
149 1 6 -1 -1 0 1
150 1.3 5.5 -1 -1 0 1

8
public/data_sets/table_3_5.csv
View File

@@ -1,4 +1,4 @@
0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,-1,-1,-1
0,0,1,0,0,0,0,1,0,0,1,1,1,1,1,0,0,1,0,0,0,0,1,0,0,-1,1,-1,-1
1,0,0,0,1,0,1,0,1,0,0,0,1,0,0,0,1,0,1,0,1,0,0,0,1,-1,-1,1,-1
0,0,0,0,0,0,1,1,1,0,0,1,0,1,0,0,1,1,1,0,0,0,0,0,0,-1,-1,-1,1
0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
0,0,1,0,0,0,0,1,0,0,1,1,1,1,1,0,0,1,0,0,0,0,1,0,0,1
1,0,0,0,1,0,1,0,1,0,0,0,1,0,0,0,1,0,1,0,1,0,0,0,1,2
0,0,0,0,0,0,1,1,1,0,0,1,0,1,0,0,1,1,1,0,0,0,0,0,0,3
1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 -1 -1 -1
2 0 0 1 0 0 0 0 1 0 0 1 1 1 1 1 0 0 1 0 0 0 0 1 0 0 -1 1 1 -1 -1
3 1 0 0 0 1 0 1 0 1 0 0 0 1 0 0 0 1 0 1 0 1 0 0 0 1 -1 2 -1 1 -1
4 0 0 0 0 0 0 1 1 1 0 0 1 0 1 0 0 1 1 1 0 0 0 0 0 0 -1 3 -1 -1 1