Merge pull request #31 from NCAR/ggantos

post hackathon typo fixes
NCAR · Jul 1, 2020 · 0533e19 · 0533e19
2 parents 54ece6e + 0a8b592
commit 0533e19
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Showing 3 changed files with 80 additions and 423 deletions.
diff --git a/.gitignore b/.gitignore
@@ -127,3 +127,6 @@ dmypy.json
 
 # Pyre type checker
 .pyre/
+
+# model output directories
+*_models/
diff --git a/notebooks/holodec.ipynb b/notebooks/holodec.ipynb
diff --git a/notebooks/microphysics.ipynb b/notebooks/microphysics.ipynb
@@ -298,7 +298,7 @@
     "out_scales_df = pd.concat(out_scales_list)\n",
     "out_scales_df.to_csv(join(out_path, \"output_scale_values.csv\"),\n",
     "                     index_label=\"output\")\n",
-    "out_scales_df"
+    "out_scales_df\n"
    ]
   },
   {
@@ -327,20 +327,22 @@
    "source": [
     "# Inverse transform and scaling of scaled train data\n",
     "\n",
+    "output_col = \"nrtend_TAU\"\n",
     "original_out_train_nr = np.zeros(scaled_out_train.shape[0])\n",
-    "original_out_train_nr[labels_train[\"nrtend_TAU\"] == 1] = 10 ** output_scalers[\"nrtend_TAU\"][1].inverse_transform(\n",
-    "    scaled_out_train.loc[labels_train[\"nrtend_TAU\"] == 1, [\"nrtend_TAU\"]]).ravel()\n",
-    "original_out_train_nr[labels_train[\"nrtend_TAU\"] == -1] = -10 ** output_scalers[\"nrtend_TAU\"][-1].inverse_transform(\n",
-    "    scaled_out_train.loc[labels_train[\"nrtend_TAU\"] == -1, [\"nrtend_TAU\"]]).ravel()\n",
-    "\n",
+    "original_out_train_nr[labels_train[output_col] == 1] = 10 ** output_scalers[output_col][1].inverse_transform(\n",
+    "    scaled_out_train.loc[labels_train[output_col] == 1, [output_col]]).ravel()\n",
+    "original_out_train_nr[labels_train[output_col] == -1] = -10 ** output_scalers[output_col][-1].inverse_transform(\n",
+    "    scaled_out_train.loc[labels_train[output_col] == -1, [output_col]]).ravel()\n",
     "\n",
+    "output_col = \"nctend_TAU\"\n",
     "original_out_train_nc = np.zeros(scaled_out_train.shape[0])\n",
-    "original_out_train_nc[labels_train[\"nctend_TAU\"] == 1] = -10 ** output_scalers[\"nctend_TAU\"][1].inverse_transform(\n",
-    "    scaled_out_train.loc[labels_train[\"nctend_TAU\"] == 1, [\"nctend_TAU\"]]).ravel()\n",
+    "original_out_train_nc[labels_train[output_col] == 1] = -10 ** output_scalers[output_col][1].inverse_transform(\n",
+    "    scaled_out_train.loc[labels_train[output_col] == 1, [output_col]]).ravel()\n",
     "\n",
+    "output_col = \"qrtend_TAU\"\n",
     "original_out_train_qr = np.zeros(scaled_out_train.shape[0])\n",
-    "original_out_train_qr[labels_train[\"qrtend_TAU\"] == 1] = 10 ** output_scalers[\"qrtend_TAU\"][1].inverse_transform(\n",
-    "    scaled_out_train.loc[labels_train[\"qrtend_TAU\"] == 1, [\"qrtend_TAU\"]]).ravel()\n"
+    "original_out_train_qr[labels_train[output_col] == 1] = 10 ** output_scalers[output_col][1].inverse_transform(\n",
+    "    scaled_out_train.loc[labels_train[output_col] == 1, [output_col]]).ravel()\n"
    ]
   },
   {
@@ -867,7 +869,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.6"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,