Refactor: add transforms and transformed emulator

.gitignore

@@ -45,4 +45,7 @@ pyrightconfig.json
 docs/data/shallow_water/X.npy
 docs/data/shallow_water/Y.npy
 docs/tutorials/05_reaction_diffusion copy.ipynb
-docs/data/simulator_results.csv
+docs/data/simulator_results.csv
+
+# Ignore experimental exploratory data path
+autoemulate/experimental/exploratory/data

autoemulate/experimental/emulators/__init__.py

@@ -1,13 +1,14 @@
 from .gaussian_process.exact import GaussianProcessExact
 from .lightgbm import LightGBM
-from .neural_processes.conditional_neural_process import CNPModule
+
+# from .neural_processes.conditional_neural_process import CNPModule
 from .random_forest import RandomForest
 from .svm import SupportVectorMachine
 
 ALL_EMULATORS = [
     GaussianProcessExact,
     LightGBM,
-    CNPModule,
+    # CNPModule,
     SupportVectorMachine,
     RandomForest,
 ]

autoemulate/experimental/emulators/random_forest.py

@@ -27,6 +27,7 @@ def __init__(  # noqa: PLR0913 allow too many arguments since all currently requ
         max_samples: int | None = None,
         random_seed: int | None = None,
         device: DeviceLike = "cpu",
+        **kwargs,
     ):
         """Initializes a RandomForest object."""
         _, _ = x, y  # ignore unused arguments