Code

.gitattributes

@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+data/class_70b.npy filter=lfs diff=lfs merge=lfs -text
+data/order_70b.npy filter=lfs diff=lfs merge=lfs -text
+data/species_70b.npy filter=lfs diff=lfs merge=lfs -text

app.py

@@ -1,17 +1,38 @@
 import gradio as gr
+import numpy as np
+
+species = np.load("data/species_70b.npy")
+clas = np.load("data/class_70b.npy")
+order = np.load("data/order_70b.npy")
+#genus = np.load("genus_70b.npy")
+#family = np.load("family_70b.npy")
+
+species_list = list(species[()].keys())
+class_list = list(clas[()].keys())
+order_list = list(order[()].keys())
+#genus_list = list(genus[()].keys())
+#family_list = list(family[()].keys())
 
 def update_fn(val):
-    return gr.Dropdown(label="Name", choices=[str(val)+"_1", str(val)+"_2"], interactive=True)
+    if val=="Class":
+        return gr.Dropdown(label="Name", choices=class_list, interactive=True)
+    elif val=="Order":
+        return gr.Dropdown(label="Name", choices=order_list, interactive=True)
+    elif val=="Family":
+        return gr.Dropdown(label="Name", choices=family_list, interactive=True)
+    elif val=="Genus":
+        return gr.Dropdown(label="Name", choices=genus_list, interactive=True)
+    elif val=="Species":
+        return gr.Dropdown(label="Name", choices=species_list, interactive=True)
 
 with gr.Blocks() as demo:
     gr.Markdown(
     """
-    # Hello World!
-    Start typing below to see the output.
+    # Hierarchical Species Distribution Model!
+    This model predicts the distribution of species based on geographic, environmental, and natural language features.
     """)
-    inp = gr.Dropdown(label="Taxonomic Heirarchy", choices=["Alex", "Bert"])
+    inp = gr.Dropdown(label="Taxonomic Hierarchy", choices=["Class", "Order", "Family", "Genus", "Species"])
     out = gr.Dropdown(label="Name", interactive=True)
     inp.change(update_fn, inp, out)
-    
 
 demo.launch()

data/class_70b.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4503d0fef75fd9b815d2b6fc97a3c88f0bc3e2521ed567274895cd99c864d3d4
+size 229759

data/order_70b.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35e9c6a1b239b9aed495611f21e031b53a0a477fd9321910b60a2454786e20fe
+size 18058213

data/species_70b.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aabfc42550ef116695fea39ac7227446e05defd65f405669a9ad11f819b25959
+size 4950964791