restore py files from git lfs to regular git

app.py

@@ -1,3 +1,43 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:50221812588d786ce268f62a2a577004c6778e4820d8c68628ea8714063c3b61
-size 900
+import gradio as gr
+from surrogate import CrabNetSurrogateModel
+
+model = CrabNetSurrogateModel()
+
+example_parameterization = parameterization = {
+    "N": 3,
+    "alpha": 0.5,
+    "d_model": 512,
+    "dim_feedforward": 2048,
+    "dropout": 0.1,
+    "emb_scaler": 1.0,
+    "epochs_step": 10,
+    "eps": 0.000001,
+    "fudge": 0.02,
+    "heads": 4,
+    "k": 6,
+    "lr": 0.001,
+    "pe_resolution": 5000,
+    "ple_resolution": 5000,
+    "pos_scaler": 1.0,
+    "weight_decay": 0,
+    "batch_size": 32,
+    "out_hidden4": 128,
+    "betas2": 0.9,
+    "betas1": 0.999,
+    "losscurve": False,
+    "learningcurve": False,
+    "bias": False,
+    "criterion": "RobustL1",
+    "elem_prop": "mat2vec",
+    "train_frac": 0.5,
+}
+
+model.surrogate_evaluate(example_parameterization)
+
+
+def greet(name):
+    return "Hello " + name + "!!"
+
+
+iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+iface.launch()