HoangTrungNguyen
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decode-iblend-code

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HoangTrungNguyen commited on 14 days ago

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5cbcc6d

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1 Parent(s): 5db54f2

Upload DECODE_Reimplementation.ipynb with huggingface_hub

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DECODE_Reimplementation.ipynb +8 -11

DECODE_Reimplementation.ipynb CHANGED Viewed

@@ -109,9 +109,6 @@
     "\n",
     "OUTPUT_DIR = Path(SCRIPT_PATH).resolve().parents[1] / \"decode_reimplementation_outputs\"\n",
     "\n",
-    "def run_decode(*args):\n",
-    "    cmd = [sys.executable, SCRIPT_PATH, *map(str, args)]\n",
-    "    return run_cmd(cmd, env=os.environ.copy())\n",
     "\n",
     "print(\"Data root:\", os.environ.get(\"IBLEND_DATA_ROOT\", \"local/default\"))\n",
     "print(\"Script path:\", SCRIPT_PATH)\n",
@@ -166,7 +163,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "run_decode(\"--mode\", \"paper_buildings\", \"--target\", \"Academic\", \"--max-rows\", 20000, \"--epochs\", 5, \"--batch-size\", 64, \"--dl-models\", \"lstm,cnn,tcn\")"
    ]
   },
   {
@@ -186,7 +183,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "run_decode(\"--mode\", \"paper_buildings\", \"--epochs\", 20, \"--batch-size\", 64, \"--dl-models\", \"lstm,cnn,tcn\")"
    ]
   },
   {
@@ -206,7 +203,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "run_decode(\"--mode\", \"meters\", \"--epochs\", 20, \"--batch-size\", 64, \"--dl-models\", \"lstm,cnn,tcn\")"
    ]
   },
   {
@@ -226,7 +223,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "run_decode(\"--mode\", \"paper_buildings\", \"--target\", \"Academic\", \"--horizon-days\", 1, \"--lookback\", 144, \"--epochs\", 20, \"--batch-size\", 64, \"--dl-models\", \"lstm,cnn,tcn\")"
    ]
   },
   {
@@ -236,7 +233,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "run_decode(\"--mode\", \"paper_buildings\", \"--target\", \"Academic\", \"--horizon\", 6, \"--lookback\", 144, \"--skip-lstm\", \"--include-arima\", \"--arima-max-train\", 20000)"
    ]
   },
   {
@@ -256,7 +253,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "run_decode(\"--mode\", \"paper_buildings\", \"--target\", \"Academic\", \"--test-span-days\", 7, \"--dl-models\", \"lstm,cnn,tcn\", \"--epochs\", 20, \"--batch-size\", 64)"
    ]
   },
   {
@@ -266,7 +263,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "run_decode(\"--mode\", \"paper_buildings\", \"--target\", \"Academic\", \"--test-span-days\", 7, \"--skip-lstm\", \"--include-arima\", \"--arima-max-train\", 20000)"
    ]
   },
   {
@@ -315,4 +312,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}

     "\n",
     "OUTPUT_DIR = Path(SCRIPT_PATH).resolve().parents[1] / \"decode_reimplementation_outputs\"\n",
     "\n",
     "\n",
     "print(\"Data root:\", os.environ.get(\"IBLEND_DATA_ROOT\", \"local/default\"))\n",
     "print(\"Script path:\", SCRIPT_PATH)\n",
    "metadata": {},
    "outputs": [],
    "source": [
+    "subprocess.run([sys.executable, SCRIPT_PATH, \"--mode\", \"paper_buildings\", \"--target\", \"Academic\", \"--max-rows\", \"20000\", \"--epochs\", \"5\", \"--batch-size\", \"64\", \"--dl-models\", \"lstm,cnn,tcn\"], check=True, env=os.environ.copy())"
    ]
   },
   {
    "metadata": {},
    "outputs": [],
    "source": [
+    "subprocess.run([sys.executable, SCRIPT_PATH, \"--mode\", \"paper_buildings\", \"--epochs\", \"20\", \"--batch-size\", \"64\", \"--dl-models\", \"lstm,cnn,tcn\"], check=True, env=os.environ.copy())"
    ]
   },
   {
    "metadata": {},
    "outputs": [],
    "source": [
+    "subprocess.run([sys.executable, SCRIPT_PATH, \"--mode\", \"meters\", \"--epochs\", \"20\", \"--batch-size\", \"64\", \"--dl-models\", \"lstm,cnn,tcn\"], check=True, env=os.environ.copy())"
    ]
   },
   {
    "metadata": {},
    "outputs": [],
    "source": [
+    "subprocess.run([sys.executable, SCRIPT_PATH, \"--mode\", \"paper_buildings\", \"--target\", \"Academic\", \"--horizon-days\", \"1\", \"--lookback\", \"144\", \"--epochs\", \"20\", \"--batch-size\", \"64\", \"--dl-models\", \"lstm,cnn,tcn\"], check=True, env=os.environ.copy())"
    ]
   },
   {
    "metadata": {},
    "outputs": [],
    "source": [
+    "subprocess.run([sys.executable, SCRIPT_PATH, \"--mode\", \"paper_buildings\", \"--target\", \"Academic\", \"--horizon\", \"6\", \"--lookback\", \"144\", \"--skip-lstm\", \"--include-arima\", \"--arima-max-train\", \"20000\"], check=True, env=os.environ.copy())"
    ]
   },
   {
    "metadata": {},
    "outputs": [],
    "source": [
+    "subprocess.run([sys.executable, SCRIPT_PATH, \"--mode\", \"paper_buildings\", \"--target\", \"Academic\", \"--test-span-days\", \"7\", \"--dl-models\", \"lstm,cnn,tcn\", \"--epochs\", \"20\", \"--batch-size\", \"64\"], check=True, env=os.environ.copy())"
    ]
   },
   {
    "metadata": {},
    "outputs": [],
    "source": [
+    "subprocess.run([sys.executable, SCRIPT_PATH, \"--mode\", \"paper_buildings\", \"--target\", \"Academic\", \"--test-span-days\", \"7\", \"--skip-lstm\", \"--include-arima\", \"--arima-max-train\", \"20000\"], check=True, env=os.environ.copy())"
    ]
   },
   {
  },
  "nbformat": 4,
  "nbformat_minor": 5
+}