feat: standardize relative imports across codebase (#155)

src/meteors/attr/explainer.py

@@ -5,14 +5,12 @@
 from loguru import logger
 from functools import cached_property
 
-from captum.attr import Attribution
-
-
 import torch
+from captum.attr import Attribution
 
-from meteors.models import ExplainableModel
+from .attributes import HSIAttributes
 from meteors import HSI
-from meteors.attr import HSIAttributes
+from meteors.models import ExplainableModel
 from meteors.exceptions import ShapeMismatchError
 
 

src/meteors/attr/input_x_gradients.py

@@ -2,12 +2,13 @@
 
 from typing import Any
 
-
 import torch
 from captum.attr import InputXGradient as CaptumInputXGradient
-from meteors.models import ExplainableModel
+
+from .attributes import HSIAttributes
+from .explainer import Explainer
 from meteors import HSI
-from meteors.attr import HSIAttributes, Explainer
+from meteors.models import ExplainableModel
 from meteors.exceptions import HSIAttributesError
 
 

src/meteors/attr/integrated_gradients.py

@@ -5,12 +5,10 @@
 import torch
 from captum.attr import IntegratedGradients as CaptumIntegratedGradients
 
-from meteors.models import ExplainableModel
+from .attributes import HSIAttributes
+from .explainer import Explainer, validate_and_transform_baseline
 from meteors import HSI
-from meteors.attr import HSIAttributes, Explainer
-
-from meteors.attr.explainer import validate_and_transform_baseline
-
+from meteors.models import ExplainableModel
 from meteors.exceptions import HSIAttributesError
 
 

src/meteors/attr/lime.py

@@ -15,13 +15,12 @@
     import spyndex
 
 
+from .attributes import HSISpatialAttributes, HSISpectralAttributes, ensure_torch_tensor
+from .explainer import Explainer
+from .lime_base import Lime as LimeBase
 from meteors import HSI
-from meteors.attr.lime_base import Lime as LimeBase
 from meteors.models import ExplainableModel, InterpretableModel, SkLearnLasso
 from meteors.utils import torch_dtype_to_python_dtype, change_dtype_of_list, expand_spectral_mask
-from meteors.attr import Explainer
-from meteors.attr import HSISpatialAttributes, HSISpectralAttributes
-from meteors.attr.attributes import ensure_torch_tensor
 from meteors.exceptions import (
     ShapeMismatchError,
     BandSelectionError,

src/meteors/attr/noise_tunnel.py

@@ -10,11 +10,10 @@
 
 import torch
 
-from meteors.attr import Explainer, HSIAttributes
-from meteors.attr.explainer import validate_and_transform_baseline
+from .attributes import HSIAttributes
+from .explainer import Explainer, validate_and_transform_baseline
 from meteors import HSI
 from meteors.models import ExplainableModel
-
 from meteors.exceptions import HSIAttributesError, ShapeMismatchError
 
 

src/meteors/attr/occlusion.py

@@ -6,13 +6,10 @@
 import torch
 from captum.attr import Occlusion as CaptumOcclusion
 
-from meteors.models import ExplainableModel
+from .attributes import HSIAttributes, HSISpatialAttributes, HSISpectralAttributes
+from .explainer import Explainer, validate_and_transform_baseline
 from meteors import HSI
-from meteors.attr import HSIAttributes, HSISpatialAttributes, HSISpectralAttributes
-from meteors.attr import Explainer
-from meteors.attr.explainer import validate_and_transform_baseline
-
-
+from meteors.models import ExplainableModel
 from meteors.exceptions import HSIAttributesError
 
 

src/meteors/attr/saliency.py

@@ -5,10 +5,10 @@
 import torch
 from captum.attr import Saliency as CaptumSaliency
 
-from meteors.models import ExplainableModel
+from .attributes import HSIAttributes
+from .explainer import Explainer
 from meteors import HSI
-from meteors.attr import HSIAttributes, Explainer
-
+from meteors.models import ExplainableModel
 from meteors.exceptions import HSIAttributesError
 
 ## VALIDATORS