changed the user guide

app.py

@@ -748,7 +748,7 @@ content = """
 <h3 style="color: white; text-align: center">
     <a href="https://drive.google.com/file/d/1lbEpg8Se1ugTtkjreD8eXIg7qrplhWan/view" style="color: gr.themes.colors.red; text-decoration: none;">Link To Paper</a> | 
     <a href="https://github.com/Syudu41/ASTRA---Gates-Project" style="color: #1E90FF; text-decoration: none;">GitHub</a> | 
-    <a href="https://sites.google.com/view/astra-research/home" style="color: #1E90FF; text-decoration: none;">Project Page</a>
+    <a href="https://drive.google.com/file/d/1wussSAYV5WfRSgYNEDgxWNqMUNoiu65u/view" style="color: #1E90FF; text-decoration: none;">User Guide</a>
     
     
 </h3>
@@ -790,6 +790,9 @@ When the equivalent ratios are easy to compute (integral values), ER is much mor
 </li>
         </ul>
     </li>
+        <li style="color: white;">Generate strategies from the AI model and visualize the strategies .csv files using the path analysis web-app. 
+        Refer to the <a href="https://drive.google.com/file/d/1wussSAYV5WfRSgYNEDgxWNqMUNoiu65u/view" style="color: #1E90FF; text-decoration: none;">user guide </a> for more details on how to interpret the strategy visualization.
+
 </ol>
 """
 # CSS styling for white text
@@ -1111,18 +1114,13 @@ label_to_filename = {
 }
 # Function to provide the selected file path
 def provide_file_path(label_name):
-    file_name=label_to_filename.get(label_name, None)
-    dynamic_text = (
-        "🔍 [Visualize the strategies](https://path-analysis.vercel.app/)\n\n"
-        
-        "To use the demo, please follow these steps:\n"
-        "📄 Generate strategies from the AI model and visualize the strategies `.csv` files "
-        "using the path analysis web-app. Refer to the user guide for more details on how to interpret "
-        "the strategy visualization."
-    )
-    return f"{FILE_DIR}/{file_name}" if file_name else None, gr.update(visible=True,value=dynamic_text)
-    # file_path = os.path.join(FILE_DIR, file_name)
-    # return file_path
+    file_name = label_to_filename.get(label_name, None)
+    if file_name:
+        file_path = f"{FILE_DIR}/{file_name}"
+        dynamic_text = "🔍 [Visualize the strategies](https://path-analysis.vercel.app/)"
+        return file_path, gr.update(value=dynamic_text, visible=True)
+    return None, gr.update(visible=False)
+
 
 with gr.Blocks(theme='gstaff/sketch', css=custom_css) as demo:
     
@@ -1173,12 +1171,14 @@ with gr.Blocks(theme='gstaff/sketch', css=custom_css) as demo:
     with gr.Row():
         file_dropdown = gr.Dropdown(choices=list_files(), label="Select a strategy from the dropdown")
         download_button = gr.Button("Generate Strategies")
-    generated_textbox = gr.Markdown( visible=False)
+    with gr.Row():
+        file_output = gr.File(label="Download File")
+        visualize_markdown = gr.Markdown(visible=False)
     
     download_button.click(
         fn=provide_file_path,
         inputs=[file_dropdown],
-        outputs=[gr.File(label=""), generated_textbox]
+        outputs=[file_output, visualize_markdown]
     )
 
     btn.click(

fileHandler/result.txt

@@ -3,9 +3,5 @@ total_acc: 69.00702106318957
 precisions: 0.7236623191454734
 recalls: 0.6900702106318957
 f1_scores: 0.6802420656474512
-<<<<<<< HEAD
-time_taken_from_start: 2.1567678451538086
-=======
-time_taken_from_start: 39.65812015533447
->>>>>>> 890efcc1f23279edda21b3cc2f50174aea7ddb43
+time_taken_from_start: 2.079533815383911
 auc_score: 0.7457100293916334

fileHandler/roc_data.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2483f35aa06ef8983623602f690eb3fe006654c79d448f4f82a913b4862e34e9
+size 9437

fileHandler/roc_data2.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0578bbc08b428a1f54707fc3aca6aa1063e045033cb007f8ba3361f1aace43df
+size 28023