Fix automatic train/test split

Author: marvande

regions/RGI_06_Iceland/1.1. Iceland-prepro.ipynb

@@ -30,13 +30,13 @@
     "from cmcrameri import cm\n",
     "from oggm import utils\n",
     "\n",
-    "from regions.Iceland.scripts.iceland_preprocess import *\n",
-    "from regions.Iceland.scripts.config_ICE import *\n",
+    "from regions.RGI_06_Iceland.scripts.iceland_preprocess import *\n",
+    "from regions.RGI_06_Iceland.scripts.config_ICE import *\n",
     "\n",
     "from regions.RGI_11_Switzerland.scripts.oggm import initialize_oggm_glacier_directories, export_oggm_grids\n",
     "from regions.RGI_11_Switzerland.scripts.glamos import merge_pmb_with_oggm_data, rename_stakes_by_elevation, check_point_ids_contain_glacier, remove_close_points, check_multiple_rgi_ids\n",
     "\n",
-    "from regions.French_Alps.scripts.glacioclim_preprocess import add_svf_from_rgi_zarr, plot_missing_svf_for_all_glaciers, add_svf_nearest_valid\n",
+    "from regions.RGI_11_French_Alps.scripts.glacioclim_preprocess import add_svf_from_rgi_zarr, plot_missing_svf_for_all_glaciers, add_svf_nearest_valid\n",
     "\n",
     "warnings.filterwarnings('ignore')\n",
     "%load_ext autoreload\n",

regions/RGI_06_Iceland/1.3 Iceland_create_grids.ipynb

@@ -74,7 +74,7 @@
     "# --- Configuration ---\n",
     "cfg = mbm.IcelandConfig()\n",
     "\n",
-    "from regions.Iceland.scripts.config_ICE import *\n",
+    "from regions.RGI_06_Iceland.scripts.config_ICE import *\n",
     "\n",
     "# Plot styles:\n",
     "mbm.utils.seed_all(cfg.seed)\n",

regions/RGI_06_Iceland/3.1.1 Grid_search_LSTM_OOS_ICE.ipynb

@@ -44,9 +44,9 @@
     "# --- Project-local\n",
     "from regions.RGI_11_Switzerland.scripts.dataset import get_stakes_data, build_combined_LSTM_dataset, inspect_LSTM_sample, prepare_monthly_dfs_with_padding\n",
     "\n",
-    "from regions.Iceland.scripts.config_ICE import *\n",
-    "from regions.Iceland.scripts.dataset import get_stakes_data_ICE\n",
-    "from regions.Iceland.scripts.utils import *\n",
+    "from regions.RGI_06_Iceland.scripts.config_ICE import *\n",
+    "from regions.RGI_06_Iceland.scripts.dataset import get_stakes_data_ICE\n",
+    "from regions.RGI_06_Iceland.scripts.utils import *\n",
     "\n",
     "\n",
     "# --- Notebook settings\n",

regions/RGI_06_Iceland/3.2.5 Train-ML-model-LSTM_ICE.ipynb

@@ -30,9 +30,9 @@
     "import torch \n",
     "from matplotlib.lines import Line2D\n",
     "\n",
-    "from regions.Iceland.scripts.config_ICE import *\n",
-    "from regions.Iceland.scripts.dataset import get_stakes_data_ICE\n",
-    "from regions.Iceland.scripts.utils import *\n",
+    "from regions.RGI_06_Iceland.scripts.config_ICE import *\n",
+    "from regions.RGI_06_Iceland.scripts.dataset import get_stakes_data_ICE\n",
+    "from regions.RGI_06_Iceland.scripts.utils import *\n",
     "\n",
     "from regions.RGI_11_Switzerland.scripts.dataset import process_or_load_data, get_CV_splits\n",
     "from regions.RGI_11_Switzerland.scripts.plotting import plot_predictions_summary, plot_individual_glacier_pred, plot_history_lstm, get_cmap_hex,plot_tsne_overlap, plot_feature_kde_overlap, alpha_labels, pred_vs_truth_density\n",

regions/RGI_06_Iceland/3.2.6 LSTM_ICE_transfer_learning.ipynb

@@ -31,9 +31,9 @@
     "from matplotlib.lines import Line2D\n",
     "import xarray as xr\n",
     "\n",
-    "from regions.Iceland.scripts.config_ICE import *\n",
-    "from regions.Iceland.scripts.dataset import get_stakes_data_ICE\n",
-    "from regions.Iceland.scripts.utils import *\n",
+    "from regions.RGI_06_Iceland.scripts.config_ICE import *\n",
+    "from regions.RGI_06_Iceland.scripts.dataset import get_stakes_data_ICE\n",
+    "from regions.RGI_06_Iceland.scripts.utils import *\n",
     "\n",
     "from regions.RGI_11_Switzerland.scripts.dataset import process_or_load_data, get_CV_splits\n",
     "from regions.RGI_11_Switzerland.scripts.plotting import plot_predictions_summary, plot_individual_glacier_pred, plot_history_lstm, get_cmap_hex,plot_tsne_overlap, plot_feature_kde_overlap, pred_vs_truth_density, alpha_labels\n",

regions/RGI_06_Iceland/scripts/dataset/data_loader.py

@@ -1,6 +1,6 @@
 import pandas as pd
 
-from regions.Iceland.scripts.config_ICE import *
+from regions.RGI_06_Iceland.scripts.config_ICE import *
 
 
 def get_stakes_data_ICE(cfg):

regions/RGI_06_Iceland/scripts/iceland_preprocess.py

@@ -9,8 +9,8 @@
 from oggm import utils, workflow, tasks
 from oggm import cfg as oggmCfg
 
-from regions.Iceland.scripts.config_ICE import *
-from regions.Iceland.scripts.helpers import *
+from regions.RGI_06_Iceland.scripts.config_ICE import *
+from regions.RGI_06_Iceland.scripts.helpers import *
 
 # Setup logging
 logging.basicConfig(

regions/RGI_06_Iceland/scripts/nn_helpers.py

@@ -13,7 +13,7 @@
 from matplotlib.ticker import MaxNLocator
 from scipy import stats
 
-from regions.Iceland.scripts.plots import *
+from regions.RGI_06_Iceland.scripts.plots import *
 
 
 class SaveBestAtEpochs(Callback):

regions/RGI_06_Iceland/scripts/plots.py

@@ -7,8 +7,8 @@
 from sklearn.metrics import r2_score, mean_squared_error, mean_absolute_error, r2_score
 from matplotlib.ticker import MaxNLocator
 
-from regions.Iceland.scripts.helpers import *
-from regions.Iceland.scripts.config_ICE import *
+from regions.RGI_06_Iceland.scripts.helpers import *
+from regions.RGI_06_Iceland.scripts.config_ICE import *
 
 colors_vik = get_cmap_hex(cm.vik, 10)
 color_xgb = colors_vik[0]

regions/RGI_06_Iceland/scripts/utils/glaciers.py

@@ -2,7 +2,7 @@
 import os
 import geopandas as gpd
 
-from regions.Iceland.scripts.config_ICE import *
+from regions.RGI_06_Iceland.scripts.config_ICE import *
 
 
 def get_gl_area_ICE(