Create app.py

app.py

@@ -0,0 +1,38 @@
+import gradio as gr
+
+# Output and Imput
+input_1 = gr.inputs.Textbox(label = "Input Text")
+input_2 = gr.inputs.Image(label = "Input Image")
+
+output_1 = gr.outputs.Textbox(label = "Predicted Housing Prices")
+output_2 = gr.outputs.Image(label = "Visualization of the location")
+
+# Creating Sliders
+input_longitude = gr.inputs.Slider(-124.35, 114.35, step=1, label = "Longitude")
+input_latitude = gr.inputs.Slider(32, 41, step=1, label = "Latitude")
+input_housing_median = gr.inputs.Slider(1, 52, step=1, label = "Housing_median")
+input_total_rooms = gr.inputs.Slider(1, 39996, step=1, label = "Total_rooms")
+input_total_bedrooms = gr.inputs.Slider(1, 6441, step=1, label = "Total_bedrooms")
+input_population = gr.inputs.Slider(10, 35678, step=1, label = "Population")
+input_households = gr.inputs.Slider(10, 6081, step=1, label = "Households")
+input_median_income = gr.inputs.Slider(0, 15, step=0.1, label = "Median_income")
+
+# Define a new function that accommodates the input modules.
+def multi_inputs(input_longitude, input_latitude, input_housing_median, input_total_rooms, input_total_bedrooms, input_population, input_households, input_median_income):
+    import numpy as np
+    ## processing inputs
+
+    ## return outputs
+    output1 = "Processing inputs and return outputs" # text output example
+    output2 = np.random.rand(6,6) # image-like array output example
+    return output1,output2
+
+# Define a new function that accommodates the input modules.
+def multi_inputs(input_longitude, input_latitude, input_housing_median, input_total_rooms, input_total_bedrooms, input_population, input_households, input_median_income):
+    import numpy as np
+    ## processing inputs
+
+    ## return outputs
+    output1 = "Processing inputs and return outputs" # text output example
+    output2 = np.random.rand(6,6) # image-like array output example
+    return output1,output2