Unfiy the training scripts and add SHAP

hpsearchcv-config.toml

@@ -0,0 +1,19 @@
+[tool.entropice-hpsearchcv]
+n-iter = 5
+target = "darts_v1"
+task = "binary"
+splitter = "kfold"
+# model = "xgboost"
+# model = "rf" SHAP error
+model = "espa"
+experiment = "tobi-tests"
+scaler = "standard"       # They dont work because of Array API
+normalize = true
+
+grid = "hex"
+level = 5
+members = ["ERA5-shoulder", "ArcticDEM"]
+
+[tool.entropice-hpsearchcv.dimension-filters]
+# ERA5-shoulder = { aggregations = "median" }
+ArcticDEM = { aggregations = "median" }