sehyun commited on
Commit
d2affc1
·
1 Parent(s): 1f4a211

Updated date format

Browse files
.idea/.gitignore ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ # Default ignored files
2
+ /shelf/
3
+ /workspace.xml
4
+ # Editor-based HTTP Client requests
5
+ /httpRequests/
6
+ # Datasource local storage ignored files
7
+ /dataSources/
8
+ /dataSources.local.xml
.idea/Interface_v1.iml ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ <?xml version="1.0" encoding="UTF-8"?>
2
+ <module type="PYTHON_MODULE" version="4">
3
+ <component name="NewModuleRootManager">
4
+ <content url="file://$MODULE_DIR$">
5
+ <excludeFolder url="file://$MODULE_DIR$/.venv" />
6
+ </content>
7
+ <orderEntry type="jdk" jdkName="Python 3.11 (Interface_v1)" jdkType="Python SDK" />
8
+ <orderEntry type="sourceFolder" forTests="false" />
9
+ </component>
10
+ </module>
.idea/inspectionProfiles/Project_Default.xml ADDED
@@ -0,0 +1,258 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ <component name="InspectionProjectProfileManager">
2
+ <profile version="1.0">
3
+ <option name="myName" value="Project Default" />
4
+ <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
5
+ <option name="ignoredPackages">
6
+ <value>
7
+ <list size="245">
8
+ <item index="0" class="java.lang.String" itemvalue="httpx" />
9
+ <item index="1" class="java.lang.String" itemvalue="gradio" />
10
+ <item index="2" class="java.lang.String" itemvalue="torch" />
11
+ <item index="3" class="java.lang.String" itemvalue="numpy" />
12
+ <item index="4" class="java.lang.String" itemvalue="torchvision" />
13
+ <item index="5" class="java.lang.String" itemvalue="gensim" />
14
+ <item index="6" class="java.lang.String" itemvalue="jupyterlab_widgets" />
15
+ <item index="7" class="java.lang.String" itemvalue="scikit-learn" />
16
+ <item index="8" class="java.lang.String" itemvalue="tabulate" />
17
+ <item index="9" class="java.lang.String" itemvalue="PyYAML" />
18
+ <item index="10" class="java.lang.String" itemvalue="executing" />
19
+ <item index="11" class="java.lang.String" itemvalue="flair" />
20
+ <item index="12" class="java.lang.String" itemvalue="conllu" />
21
+ <item index="13" class="java.lang.String" itemvalue="mpld3" />
22
+ <item index="14" class="java.lang.String" itemvalue="markdown-it-py" />
23
+ <item index="15" class="java.lang.String" itemvalue="ftfy" />
24
+ <item index="16" class="java.lang.String" itemvalue="gradio_client" />
25
+ <item index="17" class="java.lang.String" itemvalue="Pygments" />
26
+ <item index="18" class="java.lang.String" itemvalue="starlette" />
27
+ <item index="19" class="java.lang.String" itemvalue="lxml" />
28
+ <item index="20" class="java.lang.String" itemvalue="soupsieve" />
29
+ <item index="21" class="java.lang.String" itemvalue="uvicorn" />
30
+ <item index="22" class="java.lang.String" itemvalue="jsonschema" />
31
+ <item index="23" class="java.lang.String" itemvalue="Janome" />
32
+ <item index="24" class="java.lang.String" itemvalue="comm" />
33
+ <item index="25" class="java.lang.String" itemvalue="pydantic" />
34
+ <item index="26" class="java.lang.String" itemvalue="transformers" />
35
+ <item index="27" class="java.lang.String" itemvalue="segtok" />
36
+ <item index="28" class="java.lang.String" itemvalue="pydub" />
37
+ <item index="29" class="java.lang.String" itemvalue="pexpect" />
38
+ <item index="30" class="java.lang.String" itemvalue="click" />
39
+ <item index="31" class="java.lang.String" itemvalue="ipykernel" />
40
+ <item index="32" class="java.lang.String" itemvalue="attrs" />
41
+ <item index="33" class="java.lang.String" itemvalue="contourpy" />
42
+ <item index="34" class="java.lang.String" itemvalue="psutil" />
43
+ <item index="35" class="java.lang.String" itemvalue="jedi" />
44
+ <item index="36" class="java.lang.String" itemvalue="boto3" />
45
+ <item index="37" class="java.lang.String" itemvalue="pure-eval" />
46
+ <item index="38" class="java.lang.String" itemvalue="regex" />
47
+ <item index="39" class="java.lang.String" itemvalue="pydantic_core" />
48
+ <item index="40" class="java.lang.String" itemvalue="asttokens" />
49
+ <item index="41" class="java.lang.String" itemvalue="imageio" />
50
+ <item index="42" class="java.lang.String" itemvalue="platformdirs" />
51
+ <item index="43" class="java.lang.String" itemvalue="bpemb" />
52
+ <item index="44" class="java.lang.String" itemvalue="matplotlib" />
53
+ <item index="45" class="java.lang.String" itemvalue="transformer-smaller-training-vocab" />
54
+ <item index="46" class="java.lang.String" itemvalue="httpcore" />
55
+ <item index="47" class="java.lang.String" itemvalue="idna" />
56
+ <item index="48" class="java.lang.String" itemvalue="referencing" />
57
+ <item index="49" class="java.lang.String" itemvalue="decorator" />
58
+ <item index="50" class="java.lang.String" itemvalue="networkx" />
59
+ <item index="51" class="java.lang.String" itemvalue="requests" />
60
+ <item index="52" class="java.lang.String" itemvalue="sniffio" />
61
+ <item index="53" class="java.lang.String" itemvalue="gdown" />
62
+ <item index="54" class="java.lang.String" itemvalue="seaborn" />
63
+ <item index="55" class="java.lang.String" itemvalue="Deprecated" />
64
+ <item index="56" class="java.lang.String" itemvalue="stack-data" />
65
+ <item index="57" class="java.lang.String" itemvalue="mdurl" />
66
+ <item index="58" class="java.lang.String" itemvalue="nest-asyncio" />
67
+ <item index="59" class="java.lang.String" itemvalue="smart-open" />
68
+ <item index="60" class="java.lang.String" itemvalue="prompt-toolkit" />
69
+ <item index="61" class="java.lang.String" itemvalue="websockets" />
70
+ <item index="62" class="java.lang.String" itemvalue="ipywidgets" />
71
+ <item index="63" class="java.lang.String" itemvalue="annotated-types" />
72
+ <item index="64" class="java.lang.String" itemvalue="lazy_loader" />
73
+ <item index="65" class="java.lang.String" itemvalue="scipy" />
74
+ <item index="66" class="java.lang.String" itemvalue="watchfiles" />
75
+ <item index="67" class="java.lang.String" itemvalue="tornado" />
76
+ <item index="68" class="java.lang.String" itemvalue="botocore" />
77
+ <item index="69" class="java.lang.String" itemvalue="aiofiles" />
78
+ <item index="70" class="java.lang.String" itemvalue="python-multipart" />
79
+ <item index="71" class="java.lang.String" itemvalue="pandas" />
80
+ <item index="72" class="java.lang.String" itemvalue="toolz" />
81
+ <item index="73" class="java.lang.String" itemvalue="mpmath" />
82
+ <item index="74" class="java.lang.String" itemvalue="ruff" />
83
+ <item index="75" class="java.lang.String" itemvalue="email_validator" />
84
+ <item index="76" class="java.lang.String" itemvalue="typing_extensions" />
85
+ <item index="77" class="java.lang.String" itemvalue="debugpy" />
86
+ <item index="78" class="java.lang.String" itemvalue="pytz" />
87
+ <item index="79" class="java.lang.String" itemvalue="imbalanced-learn" />
88
+ <item index="80" class="java.lang.String" itemvalue="ujson" />
89
+ <item index="81" class="java.lang.String" itemvalue="traitlets" />
90
+ <item index="82" class="java.lang.String" itemvalue="protobuf" />
91
+ <item index="83" class="java.lang.String" itemvalue="joblib" />
92
+ <item index="84" class="java.lang.String" itemvalue="threadpoolctl" />
93
+ <item index="85" class="java.lang.String" itemvalue="huggingface-hub" />
94
+ <item index="86" class="java.lang.String" itemvalue="nltk" />
95
+ <item index="87" class="java.lang.String" itemvalue="python-dateutil" />
96
+ <item index="88" class="java.lang.String" itemvalue="python-dotenv" />
97
+ <item index="89" class="java.lang.String" itemvalue="h11" />
98
+ <item index="90" class="java.lang.String" itemvalue="cycler" />
99
+ <item index="91" class="java.lang.String" itemvalue="MarkupSafe" />
100
+ <item index="92" class="java.lang.String" itemvalue="httptools" />
101
+ <item index="93" class="java.lang.String" itemvalue="fsspec" />
102
+ <item index="94" class="java.lang.String" itemvalue="sqlitedict" />
103
+ <item index="95" class="java.lang.String" itemvalue="semantic-version" />
104
+ <item index="96" class="java.lang.String" itemvalue="filelock" />
105
+ <item index="97" class="java.lang.String" itemvalue="pyzmq" />
106
+ <item index="98" class="java.lang.String" itemvalue="safetensors" />
107
+ <item index="99" class="java.lang.String" itemvalue="sentencepiece" />
108
+ <item index="100" class="java.lang.String" itemvalue="certifi" />
109
+ <item index="101" class="java.lang.String" itemvalue="semver" />
110
+ <item index="102" class="java.lang.String" itemvalue="anyio" />
111
+ <item index="103" class="java.lang.String" itemvalue="accelerate" />
112
+ <item index="104" class="java.lang.String" itemvalue="pyparsing" />
113
+ <item index="105" class="java.lang.String" itemvalue="sympy" />
114
+ <item index="106" class="java.lang.String" itemvalue="uvloop" />
115
+ <item index="107" class="java.lang.String" itemvalue="beautifulsoup4" />
116
+ <item index="108" class="java.lang.String" itemvalue="tokenizers" />
117
+ <item index="109" class="java.lang.String" itemvalue="dnspython" />
118
+ <item index="110" class="java.lang.String" itemvalue="tifffile" />
119
+ <item index="111" class="java.lang.String" itemvalue="jupyter_client" />
120
+ <item index="112" class="java.lang.String" itemvalue="langdetect" />
121
+ <item index="113" class="java.lang.String" itemvalue="pytorch_revgrad" />
122
+ <item index="114" class="java.lang.String" itemvalue="wrapt" />
123
+ <item index="115" class="java.lang.String" itemvalue="kiwisolver" />
124
+ <item index="116" class="java.lang.String" itemvalue="orjson" />
125
+ <item index="117" class="java.lang.String" itemvalue="Wikipedia-API" />
126
+ <item index="118" class="java.lang.String" itemvalue="appnope" />
127
+ <item index="119" class="java.lang.String" itemvalue="altair" />
128
+ <item index="120" class="java.lang.String" itemvalue="fonttools" />
129
+ <item index="121" class="java.lang.String" itemvalue="PySocks" />
130
+ <item index="122" class="java.lang.String" itemvalue="widgetsnbextension" />
131
+ <item index="123" class="java.lang.String" itemvalue="charset-normalizer" />
132
+ <item index="124" class="java.lang.String" itemvalue="ffmpy" />
133
+ <item index="125" class="java.lang.String" itemvalue="shellingham" />
134
+ <item index="126" class="java.lang.String" itemvalue="scikit-image" />
135
+ <item index="127" class="java.lang.String" itemvalue="matplotlib-inline" />
136
+ <item index="128" class="java.lang.String" itemvalue="ptyprocess" />
137
+ <item index="129" class="java.lang.String" itemvalue="more-itertools" />
138
+ <item index="130" class="java.lang.String" itemvalue="wcwidth" />
139
+ <item index="131" class="java.lang.String" itemvalue="jupyter_core" />
140
+ <item index="132" class="java.lang.String" itemvalue="Jinja2" />
141
+ <item index="133" class="java.lang.String" itemvalue="jsonschema-specifications" />
142
+ <item index="134" class="java.lang.String" itemvalue="rpds-py" />
143
+ <item index="135" class="java.lang.String" itemvalue="tomlkit" />
144
+ <item index="136" class="java.lang.String" itemvalue="urllib3" />
145
+ <item index="137" class="java.lang.String" itemvalue="pptree" />
146
+ <item index="138" class="java.lang.String" itemvalue="fastapi-cli" />
147
+ <item index="139" class="java.lang.String" itemvalue="six" />
148
+ <item index="140" class="java.lang.String" itemvalue="typer" />
149
+ <item index="141" class="java.lang.String" itemvalue="importlib_resources" />
150
+ <item index="142" class="java.lang.String" itemvalue="parso" />
151
+ <item index="143" class="java.lang.String" itemvalue="lime" />
152
+ <item index="144" class="java.lang.String" itemvalue="tzdata" />
153
+ <item index="145" class="java.lang.String" itemvalue="ipython" />
154
+ <item index="146" class="java.lang.String" itemvalue="rich" />
155
+ <item index="147" class="java.lang.String" itemvalue="packaging" />
156
+ <item index="148" class="java.lang.String" itemvalue="jmespath" />
157
+ <item index="149" class="java.lang.String" itemvalue="tqdm" />
158
+ <item index="150" class="java.lang.String" itemvalue="fastapi" />
159
+ <item index="151" class="java.lang.String" itemvalue="s3transfer" />
160
+ <item index="152" class="java.lang.String" itemvalue="imblearn" />
161
+ <item index="153" class="java.lang.String" itemvalue="pillow" />
162
+ <item index="154" class="java.lang.String" itemvalue="notebook_shim" />
163
+ <item index="155" class="java.lang.String" itemvalue="absl-py" />
164
+ <item index="156" class="java.lang.String" itemvalue="torchmetrics" />
165
+ <item index="157" class="java.lang.String" itemvalue="mlxtend" />
166
+ <item index="158" class="java.lang.String" itemvalue="rfc3339-validator" />
167
+ <item index="159" class="java.lang.String" itemvalue="arrow" />
168
+ <item index="160" class="java.lang.String" itemvalue="Babel" />
169
+ <item index="161" class="java.lang.String" itemvalue="fastbook" />
170
+ <item index="162" class="java.lang.String" itemvalue="defusedxml" />
171
+ <item index="163" class="java.lang.String" itemvalue="nbclient" />
172
+ <item index="164" class="java.lang.String" itemvalue="setuptools" />
173
+ <item index="165" class="java.lang.String" itemvalue="pycparser" />
174
+ <item index="166" class="java.lang.String" itemvalue="srsly" />
175
+ <item index="167" class="java.lang.String" itemvalue="tinycss2" />
176
+ <item index="168" class="java.lang.String" itemvalue="frozenlist" />
177
+ <item index="169" class="java.lang.String" itemvalue="ipython-genutils" />
178
+ <item index="170" class="java.lang.String" itemvalue="spacy" />
179
+ <item index="171" class="java.lang.String" itemvalue="python-json-logger" />
180
+ <item index="172" class="java.lang.String" itemvalue="jupyterlab-widgets" />
181
+ <item index="173" class="java.lang.String" itemvalue="bleach" />
182
+ <item index="174" class="java.lang.String" itemvalue="jupyter_server_terminals" />
183
+ <item index="175" class="java.lang.String" itemvalue="graphviz" />
184
+ <item index="176" class="java.lang.String" itemvalue="multiprocess" />
185
+ <item index="177" class="java.lang.String" itemvalue="pyarrow-hotfix" />
186
+ <item index="178" class="java.lang.String" itemvalue="prometheus_client" />
187
+ <item index="179" class="java.lang.String" itemvalue="Markdown" />
188
+ <item index="180" class="java.lang.String" itemvalue="torchaudio" />
189
+ <item index="181" class="java.lang.String" itemvalue="fastai" />
190
+ <item index="182" class="java.lang.String" itemvalue="notebook" />
191
+ <item index="183" class="java.lang.String" itemvalue="xxhash" />
192
+ <item index="184" class="java.lang.String" itemvalue="terminado" />
193
+ <item index="185" class="java.lang.String" itemvalue="isoduration" />
194
+ <item index="186" class="java.lang.String" itemvalue="marisa-trie" />
195
+ <item index="187" class="java.lang.String" itemvalue="jupyter-lsp" />
196
+ <item index="188" class="java.lang.String" itemvalue="Werkzeug" />
197
+ <item index="189" class="java.lang.String" itemvalue="fqdn" />
198
+ <item index="190" class="java.lang.String" itemvalue="tensorboard-data-server" />
199
+ <item index="191" class="java.lang.String" itemvalue="jupyterlab_server" />
200
+ <item index="192" class="java.lang.String" itemvalue="nbconvert" />
201
+ <item index="193" class="java.lang.String" itemvalue="catalogue" />
202
+ <item index="194" class="java.lang.String" itemvalue="torchinfo" />
203
+ <item index="195" class="java.lang.String" itemvalue="jupyter_server" />
204
+ <item index="196" class="java.lang.String" itemvalue="jupyterlab_pygments" />
205
+ <item index="197" class="java.lang.String" itemvalue="tensorboard" />
206
+ <item index="198" class="java.lang.String" itemvalue="cymem" />
207
+ <item index="199" class="java.lang.String" itemvalue="argon2-cffi-bindings" />
208
+ <item index="200" class="java.lang.String" itemvalue="fastcore" />
209
+ <item index="201" class="java.lang.String" itemvalue="murmurhash" />
210
+ <item index="202" class="java.lang.String" itemvalue="wasabi" />
211
+ <item index="203" class="java.lang.String" itemvalue="webcolors" />
212
+ <item index="204" class="java.lang.String" itemvalue="confection" />
213
+ <item index="205" class="java.lang.String" itemvalue="json5" />
214
+ <item index="206" class="java.lang.String" itemvalue="spacy-loggers" />
215
+ <item index="207" class="java.lang.String" itemvalue="cffi" />
216
+ <item index="208" class="java.lang.String" itemvalue="pandocfilters" />
217
+ <item index="209" class="java.lang.String" itemvalue="datasets" />
218
+ <item index="210" class="java.lang.String" itemvalue="spacy-legacy" />
219
+ <item index="211" class="java.lang.String" itemvalue="jupyter-events" />
220
+ <item index="212" class="java.lang.String" itemvalue="fastprogress" />
221
+ <item index="213" class="java.lang.String" itemvalue="rfc3986-validator" />
222
+ <item index="214" class="java.lang.String" itemvalue="types-python-dateutil" />
223
+ <item index="215" class="java.lang.String" itemvalue="websocket-client" />
224
+ <item index="216" class="java.lang.String" itemvalue="preshed" />
225
+ <item index="217" class="java.lang.String" itemvalue="uri-template" />
226
+ <item index="218" class="java.lang.String" itemvalue="language_data" />
227
+ <item index="219" class="java.lang.String" itemvalue="lightning-utilities" />
228
+ <item index="220" class="java.lang.String" itemvalue="blis" />
229
+ <item index="221" class="java.lang.String" itemvalue="jupyterlab" />
230
+ <item index="222" class="java.lang.String" itemvalue="pyarrow" />
231
+ <item index="223" class="java.lang.String" itemvalue="prompt_toolkit" />
232
+ <item index="224" class="java.lang.String" itemvalue="nbformat" />
233
+ <item index="225" class="java.lang.String" itemvalue="jsonpointer" />
234
+ <item index="226" class="java.lang.String" itemvalue="Send2Trash" />
235
+ <item index="227" class="java.lang.String" itemvalue="dill" />
236
+ <item index="228" class="java.lang.String" itemvalue="weasel" />
237
+ <item index="229" class="java.lang.String" itemvalue="overrides" />
238
+ <item index="230" class="java.lang.String" itemvalue="fastjsonschema" />
239
+ <item index="231" class="java.lang.String" itemvalue="fastdownload" />
240
+ <item index="232" class="java.lang.String" itemvalue="langcodes" />
241
+ <item index="233" class="java.lang.String" itemvalue="mistune" />
242
+ <item index="234" class="java.lang.String" itemvalue="aiohttp" />
243
+ <item index="235" class="java.lang.String" itemvalue="argon2-cffi" />
244
+ <item index="236" class="java.lang.String" itemvalue="multidict" />
245
+ <item index="237" class="java.lang.String" itemvalue="thinc" />
246
+ <item index="238" class="java.lang.String" itemvalue="grpcio" />
247
+ <item index="239" class="java.lang.String" itemvalue="yarl" />
248
+ <item index="240" class="java.lang.String" itemvalue="async-lru" />
249
+ <item index="241" class="java.lang.String" itemvalue="aiosignal" />
250
+ <item index="242" class="java.lang.String" itemvalue="cloudpathlib" />
251
+ <item index="243" class="java.lang.String" itemvalue="webencodings" />
252
+ <item index="244" class="java.lang.String" itemvalue="sklearn" />
253
+ </list>
254
+ </value>
255
+ </option>
256
+ </inspection_tool>
257
+ </profile>
258
+ </component>
.idea/inspectionProfiles/profiles_settings.xml ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ <component name="InspectionProjectProfileManager">
2
+ <settings>
3
+ <option name="USE_PROJECT_PROFILE" value="false" />
4
+ <version value="1.0" />
5
+ </settings>
6
+ </component>
.idea/misc.xml ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ <?xml version="1.0" encoding="UTF-8"?>
2
+ <project version="4">
3
+ <component name="Black">
4
+ <option name="sdkName" value="Python 3.11 (Interface_v1)" />
5
+ </component>
6
+ <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.11 (Interface_v1)" project-jdk-type="Python SDK" />
7
+ </project>
.idea/modules.xml ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ <?xml version="1.0" encoding="UTF-8"?>
2
+ <project version="4">
3
+ <component name="ProjectModuleManager">
4
+ <modules>
5
+ <module fileurl="file://$PROJECT_DIR$/.idea/Interface_v1.iml" filepath="$PROJECT_DIR$/.idea/Interface_v1.iml" />
6
+ </modules>
7
+ </component>
8
+ </project>
.idea/vcs.xml ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ <?xml version="1.0" encoding="UTF-8"?>
2
+ <project version="4">
3
+ <component name="VcsDirectoryMappings">
4
+ <mapping directory="" vcs="Git" />
5
+ </component>
6
+ </project>
app.py CHANGED
@@ -1,3 +1,5 @@
 
 
1
  import gradio as gr
2
  import nltk
3
  import numpy as np
@@ -58,8 +60,6 @@ xtrain_rb = standard_transformer.fit_transform(xtrain_rb)
58
  xvalid_rb = standard_transformer.transform(xvalid_rb)
59
  smote = SMOTE(sampling_strategy='minority', random_state=42)
60
 
61
- print("Before:\n", xtrain_rb.shape, ytrain_rb.shape)
62
-
63
  xtrain_rb, ytrain_rb = smote.fit_resample(xtrain_rb, ytrain_rb)
64
  xtrain_rb, ytrain_rb = smote.fit_resample(xtrain_rb, ytrain_rb)
65
  xtrain_rb, ytrain_rb = smote.fit_resample(xtrain_rb, ytrain_rb)
@@ -74,7 +74,6 @@ predictions16 = pse_classifier.predict(xvalid_rb)
74
 
75
  transformer_embedding = TransformerDocumentEmbeddings('roberta-base')
76
 
77
-
78
  def classify(incident_description):
79
  Event_types = [
80
  "Care coordination / communication",
@@ -157,6 +156,7 @@ def classify(incident_description):
157
  return df, string_XAI
158
 
159
  def classify(incident_description):
 
160
  Event_types = [
161
  "Care coordination / communication",
162
  "Laboratory test",
@@ -411,8 +411,8 @@ with gr.Blocks(css=css, theme=theme, title=webpage_name) as Interface:
411
  # Section 1: General Event Information
412
  with gr.Accordion(label="Section 1: General Event Information", elem_classes="accordion_sec"):
413
  with gr.Column():
414
- gr.Textbox(label="1. Incident Date ✱", placeholder='DD-MM-YYYY', scale=1, elem_classes="ID_box")
415
- gr.Textbox(label="2. Incident Time ✱", placeholder="hh:mm", scale=1, elem_classes="ID_box")
416
 
417
  # with gr.Row():
418
  gr.Dropdown(label="3. Site where incident occurred ✱", choices=sites, scale=1, elem_classes="ID_box")
@@ -429,7 +429,7 @@ with gr.Blocks(css=css, theme=theme, title=webpage_name) as Interface:
429
  gr.Textbox(label="2. Last Name ✱", scale=1, elem_classes="ID_box")
430
 
431
  # with gr.Row():
432
- gr.Textbox(label="3. Date of Birth ✱", scale=1, placeholder='DD-MM-YYYY', elem_classes="ID_box")
433
  gr.Textbox(label="4. Medical Record Number ✱", scale=1, elem_classes="ID_box")
434
  #
435
 
@@ -519,4 +519,4 @@ with gr.Blocks(css=css, theme=theme, title=webpage_name) as Interface:
519
  # Need to give examples to facilitate testing examples = gr.Examples(examples=PSE_examples,
520
  # inputs=Incident_description,label="Testing examples of PSE reports", elem_id="example")
521
 
522
- Interface.launch()
 
1
+ from datetime import datetime
2
+
3
  import gradio as gr
4
  import nltk
5
  import numpy as np
 
60
  xvalid_rb = standard_transformer.transform(xvalid_rb)
61
  smote = SMOTE(sampling_strategy='minority', random_state=42)
62
 
 
 
63
  xtrain_rb, ytrain_rb = smote.fit_resample(xtrain_rb, ytrain_rb)
64
  xtrain_rb, ytrain_rb = smote.fit_resample(xtrain_rb, ytrain_rb)
65
  xtrain_rb, ytrain_rb = smote.fit_resample(xtrain_rb, ytrain_rb)
 
74
 
75
  transformer_embedding = TransformerDocumentEmbeddings('roberta-base')
76
 
 
77
  def classify(incident_description):
78
  Event_types = [
79
  "Care coordination / communication",
 
156
  return df, string_XAI
157
 
158
  def classify(incident_description):
159
+
160
  Event_types = [
161
  "Care coordination / communication",
162
  "Laboratory test",
 
411
  # Section 1: General Event Information
412
  with gr.Accordion(label="Section 1: General Event Information", elem_classes="accordion_sec"):
413
  with gr.Column():
414
+ gr.Textbox(label="1. Incident Date ✱", placeholder='YYYY/MM/DD', scale=1, elem_classes="ID_box")
415
+ gr.Textbox(label="2. Incident Time ✱", placeholder="00:00", scale=1, elem_classes="ID_box")
416
 
417
  # with gr.Row():
418
  gr.Dropdown(label="3. Site where incident occurred ✱", choices=sites, scale=1, elem_classes="ID_box")
 
429
  gr.Textbox(label="2. Last Name ✱", scale=1, elem_classes="ID_box")
430
 
431
  # with gr.Row():
432
+ gr.Textbox(label="3. Date of Birth ✱", scale=1, placeholder='YYYY/MM/DD', elem_classes="ID_box")
433
  gr.Textbox(label="4. Medical Record Number ✱", scale=1, elem_classes="ID_box")
434
  #
435
 
 
519
  # Need to give examples to facilitate testing examples = gr.Examples(examples=PSE_examples,
520
  # inputs=Incident_description,label="Testing examples of PSE reports", elem_id="example")
521
 
522
+ Interface.launch(share=True)