ychu612 commited on
Commit
b001fa7
·
verified ·
1 Parent(s): 1055800

Add BERTopic model

Browse files
Files changed (2) hide show
  1. topic_embeddings.safetensors +1 -1
  2. topics.json +80 -80
topic_embeddings.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e439d8ba00d95b1639268781b85578d0e0f259d096759a0c1fefef55b1f34cd6
3
  size 4696
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:937437c975b8c124981aa4601071d8c60d00dd6ffd19c21ba764a966fc06fe44
3
  size 4696
topics.json CHANGED
@@ -3,127 +3,127 @@
3
  "-1": [
4
  [
5
  "babi",
6
- 0.07951911004253617
7
- ],
8
- [
9
- "not",
10
- 0.06306454796499554
11
  ],
12
  [
13
  "hospit",
14
- 0.06138068683159471
15
  ],
16
  [
17
  "day",
18
- 0.056176397342317844
19
  ],
20
  [
21
- "child",
22
- 0.05581198255233367
23
  ],
24
  [
25
- "start",
26
- 0.04949500584243205
27
  ],
28
  [
29
- "mother",
30
- 0.04935982508148416
31
  ],
32
  [
33
- "pregnanc",
34
- 0.043659084332731427
35
  ],
36
  [
37
- "birth",
38
- 0.04214803714021838
39
  ],
40
  [
41
- "pain",
42
- 0.040988450825326636
 
 
 
 
43
  ]
44
  ],
45
  "0": [
46
  [
47
  "babi",
48
- 0.13755439950323678
 
 
 
 
49
  ],
50
  [
51
  "mother",
52
- 0.07212192768340195
53
  ],
54
  [
55
  "hospit",
56
- 0.07128042283007006
57
  ],
58
  [
59
- "not",
60
- 0.06910990000789143
61
  ],
62
  [
63
  "told",
64
- 0.052424681246105796
65
  ],
66
  [
67
- "nurs",
68
- 0.04542419502143051
69
  ],
70
  [
71
  "day",
72
- 0.043972466401590506
73
  ],
74
  [
75
- "after",
76
- 0.04348270127109151
77
- ],
78
- [
79
- "went",
80
- 0.043073424266603946
81
  ],
82
  [
83
- "child",
84
- 0.04154407163333329
85
  ]
86
  ],
87
  "1": [
88
  [
89
- "babi",
90
- 0.13390355361647183
91
  ],
92
  [
93
- "breath",
94
- 0.12700245221595585
 
 
 
 
95
  ],
96
  [
97
  "born",
98
- 0.11400605983676022
99
  ],
100
  [
101
- "day",
102
- 0.10549457040059432
103
  ],
104
  [
105
  "problem",
106
- 0.0762199002789424
107
  ],
108
  [
109
- "prematur",
110
- 0.07323779258501976
111
  ],
112
  [
113
- "month",
114
- 0.06758757163505731
115
  ],
116
  [
117
  "lung",
118
- 0.06192784709570467
119
  ],
120
  [
121
  "die",
122
- 0.06063041997295525
123
- ],
124
- [
125
- "not",
126
- 0.06007315822752551
127
  ]
128
  ]
129
  },
@@ -131,23 +131,23 @@
131
  1,
132
  -1,
133
  1,
134
- -1,
135
  -1,
136
  -1,
137
  0,
138
  1,
139
- -1,
140
- 1,
141
- -1,
142
  0,
143
- -1,
144
- -1,
145
  1,
 
146
  0,
147
  0,
148
  0,
 
 
 
 
 
149
  -1,
150
- 0,
151
  -1,
152
  -1,
153
  -1,
@@ -159,17 +159,17 @@
159
  0,
160
  -1,
161
  1,
162
- 0,
163
  -1,
 
164
  -1,
165
  -1,
166
  0,
167
  0,
168
- -1,
169
- -1,
170
  0,
171
  -1,
172
- -1,
173
  0,
174
  0,
175
  0,
@@ -184,7 +184,7 @@
184
  0,
185
  0,
186
  0,
187
- 0,
188
  0,
189
  0,
190
  1,
@@ -195,12 +195,12 @@
195
  1,
196
  0,
197
  1,
198
- -1,
199
- -1,
200
  0,
201
  -1,
202
- -1,
203
- -1,
204
  -1,
205
  -1,
206
  0,
@@ -209,7 +209,7 @@
209
  -1,
210
  -1,
211
  -1,
212
- 1,
213
  0,
214
  0,
215
  -1,
@@ -220,7 +220,7 @@
220
  0,
221
  0,
222
  -1,
223
- 0,
224
  0,
225
  0,
226
  -1,
@@ -228,14 +228,14 @@
228
  1,
229
  0,
230
  0,
231
- -1,
232
- -1,
233
  0
234
  ],
235
  "topic_sizes": {
236
- "1": 13,
237
- "-1": 44,
238
- "0": 46
239
  },
240
  "topic_mapper": [
241
  [
@@ -258,9 +258,9 @@
258
  ]
259
  ],
260
  "topic_labels": {
261
- "-1": "-1_babi_not_hospit_day",
262
- "0": "0_babi_mother_hospit_not",
263
- "1": "1_babi_breath_born_day"
264
  },
265
  "custom_labels": null,
266
  "_outliers": 1,
 
3
  "-1": [
4
  [
5
  "babi",
6
+ 0.09407191906887093
 
 
 
 
7
  ],
8
  [
9
  "hospit",
10
+ 0.07400895739061451
11
  ],
12
  [
13
  "day",
14
+ 0.061134561555409535
15
  ],
16
  [
17
+ "mother",
18
+ 0.049380834626509065
19
  ],
20
  [
21
+ "not",
22
+ 0.0479281217522935
23
  ],
24
  [
25
+ "birth",
26
+ 0.046460659903828645
27
  ],
28
  [
29
+ "went",
30
+ 0.04557815437130582
31
  ],
32
  [
33
+ "said",
34
+ 0.04557815437130582
35
  ],
36
  [
37
+ "month",
38
+ 0.04534094691452953
39
+ ],
40
+ [
41
+ "after",
42
+ 0.04498875913470191
43
  ]
44
  ],
45
  "0": [
46
  [
47
  "babi",
48
+ 0.11698491140244063
49
+ ],
50
+ [
51
+ "not",
52
+ 0.07597649245620709
53
  ],
54
  [
55
  "mother",
56
+ 0.06582582392303368
57
  ],
58
  [
59
  "hospit",
60
+ 0.06230886048811066
61
  ],
62
  [
63
+ "child",
64
+ 0.05216887131949626
65
  ],
66
  [
67
  "told",
68
+ 0.05044451772083532
69
  ],
70
  [
71
+ "doctor",
72
+ 0.046417932146163146
73
  ],
74
  [
75
  "day",
76
+ 0.04127335623542829
77
  ],
78
  [
79
+ "nurs",
80
+ 0.04024313976797694
 
 
 
 
81
  ],
82
  [
83
+ "clinic",
84
+ 0.03817278670404981
85
  ]
86
  ],
87
  "1": [
88
  [
89
+ "breath",
90
+ 0.13024178601741546
91
  ],
92
  [
93
+ "day",
94
+ 0.11932204698650219
95
+ ],
96
+ [
97
+ "babi",
98
+ 0.11725523403401376
99
  ],
100
  [
101
  "born",
102
+ 0.10315932944743283
103
  ],
104
  [
105
+ "prematur",
106
+ 0.08520406002589198
107
  ],
108
  [
109
  "problem",
110
+ 0.07758923553192947
111
  ],
112
  [
113
+ "not",
114
+ 0.06522923496608235
115
  ],
116
  [
117
+ "child",
118
+ 0.06262913632982825
119
  ],
120
  [
121
  "lung",
122
+ 0.05603592642060726
123
  ],
124
  [
125
  "die",
126
+ 0.0548619387204676
 
 
 
 
127
  ]
128
  ]
129
  },
 
131
  1,
132
  -1,
133
  1,
134
+ 0,
135
  -1,
136
  -1,
137
  0,
138
  1,
 
 
 
139
  0,
 
 
140
  1,
141
+ -1,
142
  0,
143
  0,
144
  0,
145
+ 1,
146
+ -1,
147
+ -1,
148
+ -1,
149
+ -1,
150
  -1,
 
151
  -1,
152
  -1,
153
  -1,
 
159
  0,
160
  -1,
161
  1,
 
162
  -1,
163
+ 0,
164
  -1,
165
  -1,
166
  0,
167
  0,
168
+ 0,
169
+ 0,
170
  0,
171
  -1,
172
+ 0,
173
  0,
174
  0,
175
  0,
 
184
  0,
185
  0,
186
  0,
187
+ -1,
188
  0,
189
  0,
190
  1,
 
195
  1,
196
  0,
197
  1,
198
+ 0,
199
+ 1,
200
  0,
201
  -1,
202
+ 0,
203
+ 0,
204
  -1,
205
  -1,
206
  0,
 
209
  -1,
210
  -1,
211
  -1,
212
+ -1,
213
  0,
214
  0,
215
  -1,
 
220
  0,
221
  0,
222
  -1,
223
+ -1,
224
  0,
225
  0,
226
  -1,
 
228
  1,
229
  0,
230
  0,
231
+ 1,
232
+ 0,
233
  0
234
  ],
235
  "topic_sizes": {
236
+ "1": 14,
237
+ "-1": 38,
238
+ "0": 51
239
  },
240
  "topic_mapper": [
241
  [
 
258
  ]
259
  ],
260
  "topic_labels": {
261
+ "-1": "-1_babi_hospit_day_mother",
262
+ "0": "0_babi_not_mother_hospit",
263
+ "1": "1_breath_day_babi_born"
264
  },
265
  "custom_labels": null,
266
  "_outliers": 1,