Update README.md

README.md

@@ -27,6 +27,7 @@ config_names:
 - memetrack
 - stackoverflow
 - taxi_nyc_neighborhoods
+- synthea
 - amazon_easytpp
 - earthquake_easytpp
 - retweet_easytpp
@@ -5497,6 +5498,85 @@ dataset_info:
   - name: validation
     num_bytes: 98129403
     num_examples: 34132
+- config_name: synthea
+  features:
+  - name: datetime
+    sequence: timestamp[ns]
+  - name: type_event
+    sequence:
+      class_label:
+        names:
+          '0': Urgent care clinic (environment)
+          '1': Admission to surgical transplant department (procedure)
+          '2': Drug rehabilitation and detoxification (regime/therapy)
+          '3': Emergency hospital admission (procedure)
+          '4': Admission to ward (procedure)
+          '5': General examination of patient (procedure)
+          '6': Postnatal visit (regime/therapy)
+          '7': Telephone encounter (procedure)
+          '8': Allergic disorder follow-up assessment (regime/therapy)
+          '9': General outpatient clinic admission (procedure)
+          '10': Posttraumatic stress disorder (disorder)
+          '11': Admission to clinical oncology department (procedure)
+          '12': Consultation for treatment (procedure)
+          '13': Cystic fibrosis  prenatal detection (procedure)
+          '14': Follow-up visit (procedure)
+          '15': Home visit (procedure)
+          '16': Postoperative follow-up visit (procedure)
+          '17': Outpatient procedure (procedure)
+          '18': Indirect encounter (procedure)
+          '19': Gynecology service (qualifier value)
+          '20': Telemedicine consultation with patient (procedure)
+          '21': Prenatal visit (regime/therapy)
+          '22': Admission to thoracic surgery department (procedure)
+          '23': Periodic reevaluation and management of healthy individual (procedure)
+          '24': Videotelephony encounter (procedure)
+          '25': Follow-up consultation (procedure)
+          '26': Ophthalmic examination and evaluation (procedure)
+          '27': Physician visit with evaluation AND/OR management service (procedure)
+          '28': Prenatal initial visit (regime/therapy)
+          '29': Emergency room admission (procedure)
+          '30': Follow-up encounter (procedure)
+          '31': Encounter for symptom (procedure)
+          '32': Hospital admission (procedure)
+          '33': Patient-initiated encounter (procedure)
+          '34': Preoperative coordination (regime/therapy)
+          '35': Admission to surgical department (procedure)
+          '36': Administration of vaccine to produce active immunity (procedure)
+          '37': Initial psychiatric interview with mental status and evaluation (procedure)
+          '38': Encounter for check up (procedure)
+          '39': Hospital admission for isolation (procedure)
+          '40': Admission to hospice (procedure)
+          '41': Well child visit (procedure)
+          '42': Encounter for problem (procedure)
+          '43': Patient encounter procedure (procedure)
+          '44': Transfer to stepdown unit (procedure)
+          '45': Emergency department patient visit (procedure)
+          '46': Asthma follow-up (regime/therapy)
+          '47': Obstetric emergency hospital admission (procedure)
+          '48': Admission to intensive care unit (procedure)
+          '49': Patient transfer to intensive care unit (procedure)
+          '50': Non-urgent orthopedic admission (procedure)
+  - name: time_since_last_event
+    sequence: float64
+  - name: time_since_start
+    sequence: float64
+  - name: seq_idx
+    dtype: int64
+  - name: dim_process
+    dtype: int64
+  - name: seq_len
+    dtype: int64
+  splits:
+  - name: train
+    num_bytes: 5961296
+    num_examples: 9198
+  - name: test
+    num_bytes: 827183
+    num_examples: 1149
+  - name: validation
+    num_bytes: 863998
+    num_examples: 1150    
 - config_name: amazon_easytpp
   features:
   - name: datetime
@@ -5752,6 +5832,14 @@ configs:
     path: taxi_nyc_neighborhoods/validation*
   - split: test
     path: taxi_nyc_neighborhoods/test*
+- config_name: synthea
+  data_files:
+  - split: train
+    path: synthea/train*
+  - split: validation
+    path: synthea/validation*
+  - split: test
+    path: synthea/test*
 - config_name: amazon_easytpp
   data_files:
   - split: train