Updated GaussNoise and deleted traget_as_params

[ternaus]

• Updated GaussNoise
• Removed get_params_dependent_on_targets

Summary by Sourcery

Update the Gaussian noise implementation and remove deprecated parameters.

Bug Fixes:

• Fix the incorrect behavior of the GaussNoise transform when using legacy parameters.

Enhancements:

• Simplify the GaussNoise transform by removing deprecated var_limit and mean parameters and using std_range and mean_range instead.

[sourcery-ai]

Reviewer's Guide by Sourcery

This pull request updates the GaussNoise transform and removes the deprecated get_params_dependent_on_targets method.

Class diagram showing GaussNoise transform changes

classDiagram
    class GaussNoise {
        +std_range: tuple[float, float]
        +mean_range: tuple[float, float]
        +per_channel: bool
        +noise_scale_factor: float
        +__init__(std_range, mean_range, per_channel, noise_scale_factor)
        +apply(img, sigma, mean, max_value)
        +get_params_dependent_on_data()
    }
    note for GaussNoise "Removed deprecated var_limit and mean parameters
Simplified noise generation logic"

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Class diagram showing Transform interface changes

classDiagram
    class BasicTransform {
        +__call__(*args, force_apply, **kwargs)
        +targets_as_params()
    }
    note for BasicTransform "Removed deprecated get_params_dependent_on_targets method
Simplified parameter handling in __call__"

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File-Level Changes

Change	Details	Files
Updated GaussNoise to use std_range instead of var_limit and mean_range instead of mean.	Removed deprecated var_limit parameter. Removed deprecated mean parameter. Removed logic for handling deprecated parameters. Updated documentation to reflect the changes. Simplified the get_params_dependent_on_data method by removing the logic for handling deprecated parameters. Standardized the sampling of standard deviation to align with torchvision/kornia.	albumentations/augmentations/transforms.py
Removed the deprecated get_params_dependent_on_targets method and associated logic.	Removed the get_params_dependent_on_targets method. Removed the targets_as_params property. Removed the logic in the __call__ method that used the get_params_dependent_on_targets method and targets_as_params property.	albumentations/core/transforms_interface.py

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[sourcery-ai]

Hey @ternaus - I've reviewed your changes and they look great!

Here's what I looked at during the review

• 🟢 General issues: all looks good
• 🟢 Security: all looks good
• 🟢 Testing: all looks good
• 🟢 Complexity: all looks good
• 🟢 Documentation: all looks good

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[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 89.82%. Comparing base (b1a79c2) to head (02bb6dd).
Report is 374 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff            @@
##           main    #2268       +/-   ##
=========================================
+ Coverage      0   89.82%   +89.82%     
=========================================
  Files         0       50       +50     
  Lines         0     8797     +8797     
=========================================
+ Hits          0     7902     +7902     
- Misses        0      895      +895     

Flag	Coverage Δ
ubuntu-py3.12	89.82% <100.00%> (?)

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