Add library mapping

[ternaus]

Summary by Sourcery

Enhance the documentation with a structured learning path, interactive tools, and migration guides. Update pre-commit hooks to newer versions.

Build:

• Update pre-commit hooks to use newer versions of ruff-pre-commit and mypy.

Documentation:

• Revise the documentation to include a new 'Learning Path' section for beginners, intermediate, and advanced users, providing structured guidance on using Albumentations for various computer vision tasks.
• Update the 'Quick Start Guide' and 'Examples' sections to offer hands-on experience with links to Google Colab for running code examples.
• Introduce a new interactive tool at explore.albumentations.ai for visual exploration and experimentation with different augmentations.
• Add a new 'Migration Guides' section to assist users in transitioning from other augmentation libraries to Albumentations, including mapping tables and performance benchmarks.

[sourcery-ai]

Reviewer's Guide by Sourcery

This PR significantly enhances the documentation by adding a comprehensive library mapping guide and restructuring the documentation layout. The changes focus on making it easier for users to migrate from other augmentation libraries (like torchvision and Kornia) to Albumentations, while also improving the overall documentation organization.

No diagrams generated as the changes look simple and do not need a visual representation.

File-Level Changes

Change	Details	Files
Restructured documentation layout and navigation	Reorganized sections into Quick Start Guide, Learning Path, and Framework Integration Added clear progression paths for beginners, intermediate, and advanced users Improved navigation structure with better categorization of topics	docs/src/docs/index.md
Added comprehensive library mapping documentation	Created detailed mapping tables for torchvision transforms Added mapping tables for Kornia transforms Included performance comparisons between libraries Added code examples for migration scenarios Documented key differences between libraries	docs/src/docs/getting_started/augmentation_mapping.md
Updated FAQ section with migration guidance	Added new FAQ entry about migrating from other libraries Removed outdated FAQ about border_mode parameter Enhanced existing FAQ entries with more detailed information	docs/src/docs/faq.md
Updated development tooling	Updated ruff pre-commit hook from v0.6.9 to v0.8.2 Updated mypy pre-commit hook from v1.11.2 to v1.13.0	.pre-commit-config.yaml

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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: 1 issue found
• 🟢 Security: all looks good
• 🟢 Testing: all looks good
• 🟢 Complexity: all looks good
• 🟢 Documentation: all looks good

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