Upload folder using huggingface_hub

README.md

@@ -1,34 +1,2 @@
----
-pretty_name: Time-MMD (multi-config)
-tags:
-  - time-series
-  - forecasting
-  - multivariate
-  - multimodal
-task_categories:
-  - time-series-forecasting
-language:
-  - en
-license: mit
-annotations_creators:
-  - no-annotation
-source_datasets:
-  - original
-multilinguality: monolingual
-size_categories:
-  - 1K<n<10K
----
-
-# Time-MMD Multi-Config
-
-Each subfolder under `data/` is a config (e.g., `Economy_predLen_24`, `Health_predLen_48`, ...).  
-Load one with:
-
-```python
-from datasets import load_dataset
-ds = load_dataset("your-username/time-mmd-multiconfig", name="<config_name>")
-print(ds)  # DatasetDict with train/validation/test
-
-
 # Time-MMD Multi-Config
 Each subfolder in `data/` is a config.

configs.json

@@ -0,0 +1,38 @@
+[
+  "newyork_aqi_day_predLen_192",
+  "newyork_aqi_day_predLen_336",
+  "newyork_aqi_day_predLen_48",
+  "newyork_aqi_day_predLen_96",
+  "unadj_unemploymentrate_all_processed_predLen_10",
+  "unadj_unemploymentrate_all_processed_predLen_12",
+  "unadj_unemploymentrate_all_processed_predLen_6",
+  "unadj_unemploymentrate_all_processed_predLen_8",
+  "us_femagrant_month_predLen_10",
+  "us_femagrant_month_predLen_12",
+  "us_femagrant_month_predLen_6",
+  "us_femagrant_month_predLen_8",
+  "us_fluratio_week_predLen_12",
+  "us_fluratio_week_predLen_24",
+  "us_fluratio_week_predLen_36",
+  "us_fluratio_week_predLen_48",
+  "us_gasolineprice_week_predLen_12",
+  "us_gasolineprice_week_predLen_24",
+  "us_gasolineprice_week_predLen_36",
+  "us_gasolineprice_week_predLen_48",
+  "us_precipitation_month_predLen_10",
+  "us_precipitation_month_predLen_12",
+  "us_precipitation_month_predLen_6",
+  "us_precipitation_month_predLen_8",
+  "us_retailbroilercomposite_month_predLen_10",
+  "us_retailbroilercomposite_month_predLen_12",
+  "us_retailbroilercomposite_month_predLen_6",
+  "us_retailbroilercomposite_month_predLen_8",
+  "us_tradebalance_month_predLen_10",
+  "us_tradebalance_month_predLen_12",
+  "us_tradebalance_month_predLen_6",
+  "us_tradebalance_month_predLen_8",
+  "us_vmt_month_predLen_10",
+  "us_vmt_month_predLen_12",
+  "us_vmt_month_predLen_6",
+  "us_vmt_month_predLen_8"
+]

time_mmd_multi.py

@@ -7,14 +7,11 @@ _DESCRIPTION = (
 _CITATION = ""
 
 
-def _list_configs():
-    root = os.path.dirname(__file__)
-    data_root = os.path.join(root, "data")
-    if not os.path.isdir(data_root):
-        return []
-    return sorted(
-        d for d in os.listdir(data_root) if os.path.isdir(os.path.join(data_root, d))
-    )
+def _config_names():
+    here = os.path.dirname(__file__)
+    cfg_path = os.path.join(here, "configs.json")
+    with open(cfg_path, "r", encoding="utf-8") as f:
+        return json.load(f)
 
 
 class _Cfg(datasets.BuilderConfig):
@@ -25,7 +22,7 @@ class _Cfg(datasets.BuilderConfig):
 
 class TimeMMDMulti(datasets.GeneratorBasedBuilder):
     BUILDER_CONFIGS = [
-        _Cfg(name=n, description=f"Subset: {n}") for n in _list_configs()
+        _Cfg(name=n, description=f"Subset: {n}") for n in _config_names()
     ]
     DEFAULT_CONFIG_NAME = BUILDER_CONFIGS[0].name if BUILDER_CONFIGS else None
 
@@ -51,19 +48,19 @@ class TimeMMDMulti(datasets.GeneratorBasedBuilder):
     def _split_generators(self, dl_manager):
         root = os.path.dirname(__file__)
         d = os.path.join(root, "data", self.config.subdir)
-        files = {
+        paths = {
             "train": os.path.join(d, "train.jsonl"),
             "validation": os.path.join(d, "validation.jsonl"),
             "test": os.path.join(d, "test.jsonl"),
         }
         gens = []
-        for name, path in files.items():
-            if os.path.exists(path):
+        for name, p in paths.items():
+            if os.path.exists(p):
                 gens.append(
                     datasets.SplitGenerator(
                         name=getattr(datasets.Split, name.upper()),
                         gen_kwargs={
-                            "filepath": path,
+                            "filepath": p,
                             "split_name": name,
                             "domain": self.config.subdir,
                         },