update

jester_embedding.py

@@ -57,36 +57,10 @@ class JesterEmbedding(datasets.GeneratorBasedBuilder):
                     "filepath": data_dir,
                     "split": "train",
                 },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.VALIDATION,
-                # These kwargs will be passed to _generate_examples
-                gen_kwargs={
-                    "filepath": data_dir,
-                    "split": "dev",
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.TEST,
-                # These kwargs will be passed to _generate_examples
-                gen_kwargs={
-                    "filepath": data_dir,
-                    "split": "test"
-                },
-            ),
+            )
         ]
 
     def _generate_examples(self, filepath, split):
         embeddings = pd.read_parquet(filepath).values
-        train, test = train_test_split(embeddings, test_size=0.2, random_state=42)
-        train, val = train_test_split(train, test_size=0.2, random_state=42)
-
-        if split == "train":
-            for _id, x in enumerate(train):
-                yield _id, {"x": x.reshape(1, -1)}
-        elif split == "test":
-            for _id, x in enumerate(test):
-                yield _id, {"x": x.reshape(1, -1)}
-        else:
-            for _id, x in enumerate(val):
-                yield _id, {"x": x.reshape(1, -1)}
+        for _id, x in enumerate(embeddings):
+            yield _id, {"x": x.reshape(1, -1)}