attempting to build script for training

src/patent_train.py

@@ -0,0 +1,57 @@
+from datasets import load_dataset
+from transformers import pipeline
+from transformers import AutoTokenizer, AutoModelForSequenceClassification
+
+# Import data for specifically January 2016
+dataset_dict = load_dataset(
+    'HUPD/hupd',
+    name='Jan2016 Sample',
+    data_files="https://huggingface.co/datasets/HUPD/hupd/blob/main/hupd_metadata_2022-02-22.feather", 
+    icpr_label=None,
+    train_filing_start_date='2016-01-01',
+    train_filing_end_date='2016-01-21',
+    val_filing_start_date='2016-01-22',
+    val_filing_end_date='2016-01-31',
+)
+
+print(dataset_dict)
+
+"""
+data_fields = {
+    "application_number": "...",
+    "publication_number": "...",
+    "title": "...",
+    "decision": "...",
+    "date_produced": "...",
+    "date_published": "...",
+    "main_cpc_label": "...",
+    "cpc_labels": ["...", "...", "..."],
+    "main_ipcr_label": "...",
+    "ipcr_labels": ["...", "...", "..."],
+    "patent_number": "...",
+    "filing_date": "...",
+    "patent_issue_date": "...",
+    "abandon_date": "...",
+    "uspc_class": "...",
+    "uspc_subclass": "...",
+    "examiner_id": "...",
+    "examiner_name_last": "...",
+    "examiner_name_first": "...",
+    "examiner_name_middle": "...",
+    "inventor_list": [
+        {
+            "inventor_name_last": "...",
+            "inventor_name_first": "...",
+            "inventor_city": "...",
+            "inventor_state": "...",
+            "inventor_country": "..."
+        }
+    ],
+    "abstract": "...",
+    "claims": "...",
+    "background": "...",
+    "summary": "...",
+    "full_description": "..."
+}
+"""
+