CSAI2026 labs: Lab-2..Lab-6 (Practical + Solution, data), Module-2..Module-6 notebooks and datasets

This commit is contained in:
mikrotik
2026-10-12 19:16:14 +07:00
commit 2fefa615cc
184 changed files with 1016761 additions and 0 deletions
@@ -0,0 +1,245 @@
feature,non_missing_ratio,unique_values,feature_family
add,1.0,2809,unclassified
addressofentrypoint,1.0,3156,unclassified
align,1.0,11,unclassified
arg,1.0,5,unclassified
asc,1.0,3,unclassified
baseofcode,1.0,145,unclassified
bool,1.0,2,unclassified
bt,1.0,114,unclassified
byte,1.0,17,unclassified
call,1.0,2131,unclassified
cexit,1.0,2,unclassified
char,1.0,4,unclassified
characteristics,1.0,52,unclassified
checksum,1.0,2100,unclassified
cld,1.0,685,unclassified
cli,1.0,625,unclassified
closehandle,1.0,2,unclassified
cmc,1.0,635,unclassified
cmp,1.0,1954,unclassified
compile_date,1.0,3912,unclassified
cookie,1.0,2,unclassified
copyfilea,1.0,2,unclassified
count_dll_loaded,1.0,60,unclassified
count_file_copied,1.0,47,unclassified
count_file_deleted,1.0,19,unclassified
count_file_exists,1.0,75,unclassified
count_file_opened,1.0,76,unclassified
count_file_read,1.0,29,unclassified
count_file_written,1.0,24,unclassified
count_mutex,1.0,18,unclassified
count_regkey_deleted,1.0,12,unclassified
count_regkey_written,1.0,45,unclassified
createdirectorya,1.0,2,unclassified
createfilea,1.0,2,unclassified
createmutexa,1.0,2,unclassified
createprocessa,1.0,2,unclassified
createthread,1.0,2,unclassified
createtoolhelp32snapshot,1.0,2,unclassified
cs,1.0,529,unclassified
daa,1.0,618,unclassified
data,1.0,4,unclassified
data__2,1.0,2,unclassified
db,1.0,1827,unclassified
db_1,1.0,1147,unclassified
dd,1.0,3111,unclassified
dd_1,1.0,946,unclassified
dec,1.0,1627,unclassified
deletefilea,1.0,2,unclassified
dll,1.0,225,unclassified
dll_characteristics,1.0,27,unclassified
ds,1.0,526,unclassified
dw,1.0,63,unclassified
enablewindow,1.0,2,unclassified
ent_max,1.0,5674,unclassified
ent_mean,1.0,6243,unclassified
ent_median,1.0,6087,unclassified
ent_min,1.0,5699,unclassified
ent_var,1.0,6114,unclassified
ent_whole_file,1.0,6248,unclassified
entry,1.0,5,unclassified
es,1.0,500,unclassified
exit,1.0,33,unclassified
exitprocess,1.0,3,unclassified
exitwindowsex,1.0,2,unclassified
faddp,1.0,131,unclassified
fchs,1.0,55,unclassified
fclose,1.0,2,unclassified
fdiv,1.0,175,unclassified
fdivp,1.0,130,unclassified
fdivr,1.0,192,unclassified
fild,1.0,276,unclassified
file_alignment,1.0,5,unclassified
files_operations,1.0,159,unclassified
filesize,1.0,5252,unclassified
findclose,1.0,2,unclassified
findfirstfilea,1.0,2,unclassified
findnextfilea,1.0,2,unclassified
findwindowa,1.0,2,unclassified
fistp,1.0,202,unclassified
fld,1.0,144,unclassified
fopen,1.0,3,unclassified
free,1.0,169,unclassified
fs,1.0,683,unclassified
fstcw,1.0,19,unclassified
fwrite,1.0,3,unclassified
fxch,1.0,148,unclassified
getcommandlinea,1.0,2,unclassified
getfileattributesa,1.0,2,unclassified
getforegroundwindow,1.0,2,unclassified
getlasterror,1.0,4,unclassified
getmainargs,1.0,2,unclassified
getmodulefilenamea,1.0,3,unclassified
getmodulehandlea,1.0,3,unclassified
getstartupinfoa,1.0,2,unclassified
getsystemdirectorya,1.0,2,unclassified
getsystemmetrics,1.0,2,unclassified
gettickcount,1.0,2,unclassified
gs,1.0,796,unclassified
handle,1.0,10,unclassified
image_base,1.0,44,unclassified
imul,1.0,1113,unclassified
in,1.0,1016,unclassified
inc,1.0,1941,unclassified
initterm,1.0,2,unclassified
int,1.0,1500,unclassified
int_1,1.0,575,unclassified
interlockedcompareexchange,1.0,2,unclassified
interlockeddecrement,1.0,2,unclassified
interlockedincrement,1.0,2,unclassified
jb,1.0,1089,unclassified
je,1.0,1732,unclassified
jg,1.0,765,unclassified
jge,1.0,748,unclassified
jl,1.0,825,unclassified
jmp,1.0,1707,unclassified
jno,1.0,650,unclassified
jo,1.0,819,unclassified
lea,1.0,1673,unclassified
loader_flags,1.0,4,unclassified
loc,1.0,688,unclassified
long,1.0,10,unclassified
loope,1.0,580,unclassified
lstrcata,1.0,2,unclassified
lstrcpya,1.0,2,unclassified
lstrlena,1.0,2,unclassified
machine,1.0,2,unclassified
magic,1.0,2,unclassified
major_image_version,1.0,39,unclassified
major_linker_version,1.0,30,unclassified
major_operating_system_version,1.0,7,unclassified
major_subsystem_version,1.0,5,unclassified
malloc,1.0,5,unclassified
max_min,1.0,5517,unclassified
memcpy,1.0,5,unclassified
memmove,1.0,3,unclassified
memset,1.0,5,unclassified
messageboxa,1.0,2,unclassified
minor_image_version,1.0,44,unclassified
minor_linker_version,1.0,47,unclassified
minor_operating_system_version,1.0,10,unclassified
minor_subsystem_version,1.0,6,unclassified
mov,1.0,3156,unclassified
mul,1.0,207,unclassified
neg,1.0,301,unclassified
nop,1.0,1037,unclassified
not,1.0,265,unclassified
number_of_iat_entires,1.0,467,unclassified
number_of_iat_entires_1,1.0,467,unclassified
number_of_imports_1,1.0,40,unclassified
number_of_rva_and_sizes,1.0,8,unclassified
number_of_rva_and_sizes_1,1.0,8,unclassified
number_of_sections_1,1.0,29,unclassified
number_of_symbols,1.0,50,unclassified
off,1.0,4,unclassified
or,1.0,1497,unclassified
out,1.0,1013,unclassified
p_fmode,1.0,2,unclassified
pointer_to_symbol_table,1.0,42,unclassified
pop,1.0,2306,unclassified
popf,1.0,585,unclassified
proc,1.0,2,unclassified
process32first,1.0,2,unclassified
process32next,1.0,2,unclassified
ptr,1.0,16,unclassified
push,1.0,3002,unclassified
pushf,1.0,642,unclassified
raiseexception,1.0,3,unclassified
rand,1.0,6,unclassified
rcl,1.0,314,unclassified
rcr,1.0,261,unclassified
rdata,1.0,2,unclassified
rdtsc,1.0,50,unclassified
regclosekey,1.0,3,unclassified
regopenkeya,1.0,2,unclassified
regopenkeyexa,1.0,2,unclassified
regsetvalueexa,1.0,3,unclassified
rep,1.0,263,unclassified
ret,1.0,1458,unclassified
rol,1.0,348,unclassified
ror,1.0,332,unclassified
sar,1.0,466,unclassified
sbb,1.0,1230,unclassified
scas,1.0,777,unclassified
section_alignment,1.0,5,unclassified
sendmessagea,1.0,2,unclassified
set_app_type,1.0,3,unclassified
setb,1.0,54,unclassified
setcursorpos,1.0,2,unclassified
setfileattributesa,1.0,3,unclassified
setlasterror,1.0,2,unclassified
setle,1.0,50,unclassified
setusermatherr,1.0,2,unclassified
setwindowtexta,1.0,2,unclassified
shellexecutea,1.0,2,unclassified
shl,1.0,493,unclassified
shld,1.0,79,unclassified
showwindow,1.0,2,unclassified
shr,1.0,499,unclassified
sidt,1.0,2,unclassified
size_code,1.0,930,unclassified
size_image,1.0,829,unclassified
size_init_data,1.0,948,unclassified
size_of_headers,1.0,30,unclassified
size_of_heap_commit,1.0,10,unclassified
size_of_heap_reserve,1.0,26,unclassified
size_of_optional_header,1.0,2,unclassified
size_of_stack_commit,1.0,35,unclassified
size_of_stack_reserve,1.0,34,unclassified
size_uninit_data,1.0,164,unclassified
sizeofheaders,1.0,30,unclassified
sizeofheaders_1,1.0,30,unclassified
sleep,1.0,4,unclassified
sprintf,1.0,2,unclassified
ss,1.0,577,unclassified
stc,1.0,634,unclassified
std,1.0,658,unclassified
sti,1.0,669,unclassified
stos,1.0,790,unclassified
strcat,1.0,4,unclassified
strchr,1.0,2,unclassified
strcmp,1.0,4,unclassified
strcpy,1.0,4,unclassified
strlen,1.0,6,unclassified
strncmp,1.0,2,unclassified
strstr,1.0,3,unclassified
sub,1.0,1631,unclassified
subsystem,1.0,3,unclassified
test,1.0,1685,unclassified
text,1.0,5,unclassified
time,1.0,5,unclassified
tlsalloc,1.0,2,unclassified
tlsfree,1.0,2,unclassified
tlsgetvalue,1.0,2,unclassified
tlssetvalue,1.0,2,unclassified
uint,1.0,3,unclassified
unhandledexceptionfilter,1.0,2,unclassified
waitforsingleobject,1.0,2,unclassified
winexec,1.0,2,unclassified
winmain,1.0,6,unclassified
word,1.0,9,unclassified
word__2,1.0,3,unclassified
writefile,1.0,2,unclassified
xchg,1.0,1217,unclassified
xor,1.0,1887,unclassified
1 feature non_missing_ratio unique_values feature_family
2 add 1.0 2809 unclassified
3 addressofentrypoint 1.0 3156 unclassified
4 align 1.0 11 unclassified
5 arg 1.0 5 unclassified
6 asc 1.0 3 unclassified
7 baseofcode 1.0 145 unclassified
8 bool 1.0 2 unclassified
9 bt 1.0 114 unclassified
10 byte 1.0 17 unclassified
11 call 1.0 2131 unclassified
12 cexit 1.0 2 unclassified
13 char 1.0 4 unclassified
14 characteristics 1.0 52 unclassified
15 checksum 1.0 2100 unclassified
16 cld 1.0 685 unclassified
17 cli 1.0 625 unclassified
18 closehandle 1.0 2 unclassified
19 cmc 1.0 635 unclassified
20 cmp 1.0 1954 unclassified
21 compile_date 1.0 3912 unclassified
22 cookie 1.0 2 unclassified
23 copyfilea 1.0 2 unclassified
24 count_dll_loaded 1.0 60 unclassified
25 count_file_copied 1.0 47 unclassified
26 count_file_deleted 1.0 19 unclassified
27 count_file_exists 1.0 75 unclassified
28 count_file_opened 1.0 76 unclassified
29 count_file_read 1.0 29 unclassified
30 count_file_written 1.0 24 unclassified
31 count_mutex 1.0 18 unclassified
32 count_regkey_deleted 1.0 12 unclassified
33 count_regkey_written 1.0 45 unclassified
34 createdirectorya 1.0 2 unclassified
35 createfilea 1.0 2 unclassified
36 createmutexa 1.0 2 unclassified
37 createprocessa 1.0 2 unclassified
38 createthread 1.0 2 unclassified
39 createtoolhelp32snapshot 1.0 2 unclassified
40 cs 1.0 529 unclassified
41 daa 1.0 618 unclassified
42 data 1.0 4 unclassified
43 data__2 1.0 2 unclassified
44 db 1.0 1827 unclassified
45 db_1 1.0 1147 unclassified
46 dd 1.0 3111 unclassified
47 dd_1 1.0 946 unclassified
48 dec 1.0 1627 unclassified
49 deletefilea 1.0 2 unclassified
50 dll 1.0 225 unclassified
51 dll_characteristics 1.0 27 unclassified
52 ds 1.0 526 unclassified
53 dw 1.0 63 unclassified
54 enablewindow 1.0 2 unclassified
55 ent_max 1.0 5674 unclassified
56 ent_mean 1.0 6243 unclassified
57 ent_median 1.0 6087 unclassified
58 ent_min 1.0 5699 unclassified
59 ent_var 1.0 6114 unclassified
60 ent_whole_file 1.0 6248 unclassified
61 entry 1.0 5 unclassified
62 es 1.0 500 unclassified
63 exit 1.0 33 unclassified
64 exitprocess 1.0 3 unclassified
65 exitwindowsex 1.0 2 unclassified
66 faddp 1.0 131 unclassified
67 fchs 1.0 55 unclassified
68 fclose 1.0 2 unclassified
69 fdiv 1.0 175 unclassified
70 fdivp 1.0 130 unclassified
71 fdivr 1.0 192 unclassified
72 fild 1.0 276 unclassified
73 file_alignment 1.0 5 unclassified
74 files_operations 1.0 159 unclassified
75 filesize 1.0 5252 unclassified
76 findclose 1.0 2 unclassified
77 findfirstfilea 1.0 2 unclassified
78 findnextfilea 1.0 2 unclassified
79 findwindowa 1.0 2 unclassified
80 fistp 1.0 202 unclassified
81 fld 1.0 144 unclassified
82 fopen 1.0 3 unclassified
83 free 1.0 169 unclassified
84 fs 1.0 683 unclassified
85 fstcw 1.0 19 unclassified
86 fwrite 1.0 3 unclassified
87 fxch 1.0 148 unclassified
88 getcommandlinea 1.0 2 unclassified
89 getfileattributesa 1.0 2 unclassified
90 getforegroundwindow 1.0 2 unclassified
91 getlasterror 1.0 4 unclassified
92 getmainargs 1.0 2 unclassified
93 getmodulefilenamea 1.0 3 unclassified
94 getmodulehandlea 1.0 3 unclassified
95 getstartupinfoa 1.0 2 unclassified
96 getsystemdirectorya 1.0 2 unclassified
97 getsystemmetrics 1.0 2 unclassified
98 gettickcount 1.0 2 unclassified
99 gs 1.0 796 unclassified
100 handle 1.0 10 unclassified
101 image_base 1.0 44 unclassified
102 imul 1.0 1113 unclassified
103 in 1.0 1016 unclassified
104 inc 1.0 1941 unclassified
105 initterm 1.0 2 unclassified
106 int 1.0 1500 unclassified
107 int_1 1.0 575 unclassified
108 interlockedcompareexchange 1.0 2 unclassified
109 interlockeddecrement 1.0 2 unclassified
110 interlockedincrement 1.0 2 unclassified
111 jb 1.0 1089 unclassified
112 je 1.0 1732 unclassified
113 jg 1.0 765 unclassified
114 jge 1.0 748 unclassified
115 jl 1.0 825 unclassified
116 jmp 1.0 1707 unclassified
117 jno 1.0 650 unclassified
118 jo 1.0 819 unclassified
119 lea 1.0 1673 unclassified
120 loader_flags 1.0 4 unclassified
121 loc 1.0 688 unclassified
122 long 1.0 10 unclassified
123 loope 1.0 580 unclassified
124 lstrcata 1.0 2 unclassified
125 lstrcpya 1.0 2 unclassified
126 lstrlena 1.0 2 unclassified
127 machine 1.0 2 unclassified
128 magic 1.0 2 unclassified
129 major_image_version 1.0 39 unclassified
130 major_linker_version 1.0 30 unclassified
131 major_operating_system_version 1.0 7 unclassified
132 major_subsystem_version 1.0 5 unclassified
133 malloc 1.0 5 unclassified
134 max_min 1.0 5517 unclassified
135 memcpy 1.0 5 unclassified
136 memmove 1.0 3 unclassified
137 memset 1.0 5 unclassified
138 messageboxa 1.0 2 unclassified
139 minor_image_version 1.0 44 unclassified
140 minor_linker_version 1.0 47 unclassified
141 minor_operating_system_version 1.0 10 unclassified
142 minor_subsystem_version 1.0 6 unclassified
143 mov 1.0 3156 unclassified
144 mul 1.0 207 unclassified
145 neg 1.0 301 unclassified
146 nop 1.0 1037 unclassified
147 not 1.0 265 unclassified
148 number_of_iat_entires 1.0 467 unclassified
149 number_of_iat_entires_1 1.0 467 unclassified
150 number_of_imports_1 1.0 40 unclassified
151 number_of_rva_and_sizes 1.0 8 unclassified
152 number_of_rva_and_sizes_1 1.0 8 unclassified
153 number_of_sections_1 1.0 29 unclassified
154 number_of_symbols 1.0 50 unclassified
155 off 1.0 4 unclassified
156 or 1.0 1497 unclassified
157 out 1.0 1013 unclassified
158 p_fmode 1.0 2 unclassified
159 pointer_to_symbol_table 1.0 42 unclassified
160 pop 1.0 2306 unclassified
161 popf 1.0 585 unclassified
162 proc 1.0 2 unclassified
163 process32first 1.0 2 unclassified
164 process32next 1.0 2 unclassified
165 ptr 1.0 16 unclassified
166 push 1.0 3002 unclassified
167 pushf 1.0 642 unclassified
168 raiseexception 1.0 3 unclassified
169 rand 1.0 6 unclassified
170 rcl 1.0 314 unclassified
171 rcr 1.0 261 unclassified
172 rdata 1.0 2 unclassified
173 rdtsc 1.0 50 unclassified
174 regclosekey 1.0 3 unclassified
175 regopenkeya 1.0 2 unclassified
176 regopenkeyexa 1.0 2 unclassified
177 regsetvalueexa 1.0 3 unclassified
178 rep 1.0 263 unclassified
179 ret 1.0 1458 unclassified
180 rol 1.0 348 unclassified
181 ror 1.0 332 unclassified
182 sar 1.0 466 unclassified
183 sbb 1.0 1230 unclassified
184 scas 1.0 777 unclassified
185 section_alignment 1.0 5 unclassified
186 sendmessagea 1.0 2 unclassified
187 set_app_type 1.0 3 unclassified
188 setb 1.0 54 unclassified
189 setcursorpos 1.0 2 unclassified
190 setfileattributesa 1.0 3 unclassified
191 setlasterror 1.0 2 unclassified
192 setle 1.0 50 unclassified
193 setusermatherr 1.0 2 unclassified
194 setwindowtexta 1.0 2 unclassified
195 shellexecutea 1.0 2 unclassified
196 shl 1.0 493 unclassified
197 shld 1.0 79 unclassified
198 showwindow 1.0 2 unclassified
199 shr 1.0 499 unclassified
200 sidt 1.0 2 unclassified
201 size_code 1.0 930 unclassified
202 size_image 1.0 829 unclassified
203 size_init_data 1.0 948 unclassified
204 size_of_headers 1.0 30 unclassified
205 size_of_heap_commit 1.0 10 unclassified
206 size_of_heap_reserve 1.0 26 unclassified
207 size_of_optional_header 1.0 2 unclassified
208 size_of_stack_commit 1.0 35 unclassified
209 size_of_stack_reserve 1.0 34 unclassified
210 size_uninit_data 1.0 164 unclassified
211 sizeofheaders 1.0 30 unclassified
212 sizeofheaders_1 1.0 30 unclassified
213 sleep 1.0 4 unclassified
214 sprintf 1.0 2 unclassified
215 ss 1.0 577 unclassified
216 stc 1.0 634 unclassified
217 std 1.0 658 unclassified
218 sti 1.0 669 unclassified
219 stos 1.0 790 unclassified
220 strcat 1.0 4 unclassified
221 strchr 1.0 2 unclassified
222 strcmp 1.0 4 unclassified
223 strcpy 1.0 4 unclassified
224 strlen 1.0 6 unclassified
225 strncmp 1.0 2 unclassified
226 strstr 1.0 3 unclassified
227 sub 1.0 1631 unclassified
228 subsystem 1.0 3 unclassified
229 test 1.0 1685 unclassified
230 text 1.0 5 unclassified
231 time 1.0 5 unclassified
232 tlsalloc 1.0 2 unclassified
233 tlsfree 1.0 2 unclassified
234 tlsgetvalue 1.0 2 unclassified
235 tlssetvalue 1.0 2 unclassified
236 uint 1.0 3 unclassified
237 unhandledexceptionfilter 1.0 2 unclassified
238 waitforsingleobject 1.0 2 unclassified
239 winexec 1.0 2 unclassified
240 winmain 1.0 6 unclassified
241 word 1.0 9 unclassified
242 word__2 1.0 3 unclassified
243 writefile 1.0 2 unclassified
244 xchg 1.0 1217 unclassified
245 xor 1.0 1887 unclassified