Add Gradio app for calculating hierarchical precision and recall
Browse files- gradioapp1.py +30 -0
gradioapp1.py
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
# filename: gradioapp1.py
|
2 |
+
import gradio as gr
|
3 |
+
from ham import calculate_hierarchical_precision_recall
|
4 |
+
from isco import create_hierarchy_dict
|
5 |
+
|
6 |
+
# from tests import test_cases
|
7 |
+
|
8 |
+
isco_csv_url = (
|
9 |
+
"https://www.ilo.org/ilostat-files/ISCO/newdocs-08-2021/ISCO-08/ISCO-08%20EN.csv"
|
10 |
+
)
|
11 |
+
|
12 |
+
hierachy = create_hierarchy_dict(isco_csv_url)
|
13 |
+
|
14 |
+
# Define the Gradio interface
|
15 |
+
iface = gr.Interface(
|
16 |
+
fn=calculate_hierarchical_precision_recall,
|
17 |
+
inputs=[
|
18 |
+
gr.Textbox(lines=2, placeholder="Enter true labels separated by commas"),
|
19 |
+
gr.Textbox(lines=2, placeholder="Enter predicted labels separated by commas"),
|
20 |
+
gr.Textbox(lines=5, placeholder="Enter hierarchy in JSON format"),
|
21 |
+
],
|
22 |
+
outputs="textbox",
|
23 |
+
examples=[
|
24 |
+
# Add example inputs here if necessary
|
25 |
+
],
|
26 |
+
description="This app calculates hierarchical precision and recall. Enter the true labels, predicted labels, and the hierarchy in JSON format.",
|
27 |
+
)
|
28 |
+
|
29 |
+
# Run the app
|
30 |
+
iface.launch()
|